--- license: cc-by-nc-4.0 tags: - feature-extraction - sentence-similarity - mteb language: - multilingual - af - am - ar - as - az - be - bg - bn - br - bs - ca - cs - cy - da - de - el - en - eo - es - et - eu - fa - fi - fr - fy - ga - gd - gl - gu - ha - he - hi - hr - hu - hy - id - is - it - ja - jv - ka - kk - km - kn - ko - ku - ky - la - lo - lt - lv - mg - mk - ml - mn - mr - ms - my - ne - nl - no - om - or - pa - pl - ps - pt - ro - ru - sa - sd - si - sk - sl - so - sq - sr - su - sv - sw - ta - te - th - tl - tr - ug - uk - ur - uz - vi - xh - yi - zh inference: false library_name: transformers model-index: - name: jina-embeddings-v3 results: - dataset: config: default name: MTEB AFQMC (default) revision: b44c3b011063adb25877c13823db83bb193913c4 split: validation type: C-MTEB/AFQMC metrics: - type: cosine_pearson value: 41.74237700998808 - type: cosine_spearman value: 43.4726782647566 - type: euclidean_pearson value: 42.244585459479964 - type: euclidean_spearman value: 43.525070045169606 - type: main_score value: 43.4726782647566 - type: manhattan_pearson value: 42.04616728224863 - type: manhattan_spearman value: 43.308828270754645 - type: pearson value: 41.74237700998808 - type: spearman value: 43.4726782647566 task: type: STS - dataset: config: default name: MTEB CEDRClassification (default) revision: c0ba03d058e3e1b2f3fd20518875a4563dd12db4 split: test type: ai-forever/cedr-classification metrics: - type: accuracy value: 47.30605738575983 - type: f1 value: 41.26091043925065 - type: lrap value: 72.89452709883206 - type: main_score value: 47.30605738575983 task: type: MultilabelClassification - dataset: config: ru name: MTEB MIRACLReranking (ru) revision: 6d1962c527217f8927fca80f890f14f36b2802af split: dev type: miracl/mmteb-miracl-reranking metrics: - type: MAP@1(MIRACL) value: 20.721999999999998 - type: MAP@10(MIRACL) value: 33.900999999999996 - type: MAP@100(MIRACL) value: 36.813 - type: MAP@1000(MIRACL) value: 36.813 - type: MAP@20(MIRACL) value: 35.684 - type: MAP@3(MIRACL) value: 28.141 - type: MAP@5(MIRACL) value: 31.075000000000003 - type: NDCG@1(MIRACL) value: 32.799 - type: NDCG@10(MIRACL) value: 42.065000000000005 - type: NDCG@100(MIRACL) value: 49.730999999999995 - type: NDCG@1000(MIRACL) value: 49.730999999999995 - type: NDCG@20(MIRACL) value: 46.0 - type: NDCG@3(MIRACL) value: 34.481 - type: NDCG@5(MIRACL) value: 37.452999999999996 - type: P@1(MIRACL) value: 32.799 - type: P@10(MIRACL) value: 11.668000000000001 - type: P@100(MIRACL) value: 1.9529999999999998 - type: P@1000(MIRACL) value: 0.19499999999999998 - type: P@20(MIRACL) value: 7.51 - type: P@3(MIRACL) value: 20.823 - type: P@5(MIRACL) value: 16.728 - type: Recall@1(MIRACL) value: 20.721999999999998 - type: Recall@10(MIRACL) value: 54.762 - type: Recall@100(MIRACL) value: 79.952 - type: Recall@1000(MIRACL) value: 79.952 - type: Recall@20(MIRACL) value: 66.26100000000001 - type: Recall@3(MIRACL) value: 34.410000000000004 - type: Recall@5(MIRACL) value: 42.659000000000006 - type: main_score value: 42.065000000000005 - type: nAUC_MAP@1000_diff1(MIRACL) value: 14.33534992502818 - type: nAUC_MAP@1000_max(MIRACL) value: 12.367998764646115 - type: nAUC_MAP@1000_std(MIRACL) value: 4.569686002935006 - type: nAUC_MAP@100_diff1(MIRACL) value: 14.33534992502818 - type: nAUC_MAP@100_max(MIRACL) value: 12.367998764646115 - type: nAUC_MAP@100_std(MIRACL) value: 4.569686002935006 - type: nAUC_MAP@10_diff1(MIRACL) value: 16.920323975680027 - type: nAUC_MAP@10_max(MIRACL) value: 9.327171297204082 - type: nAUC_MAP@10_std(MIRACL) value: 3.2039133783079015 - type: nAUC_MAP@1_diff1(MIRACL) value: 28.698973487482206 - type: nAUC_MAP@1_max(MIRACL) value: 2.9217687660885034 - type: nAUC_MAP@1_std(MIRACL) value: -1.1247408800976524 - type: nAUC_MAP@20_diff1(MIRACL) value: 15.359083081640476 - type: nAUC_MAP@20_max(MIRACL) value: 11.310494233946345 - type: nAUC_MAP@20_std(MIRACL) value: 4.4171898386022885 - type: nAUC_MAP@3_diff1(MIRACL) value: 22.27430591851617 - type: nAUC_MAP@3_max(MIRACL) value: 6.407438291284658 - type: nAUC_MAP@3_std(MIRACL) value: 0.9799184530397409 - type: nAUC_MAP@5_diff1(MIRACL) value: 19.20571689941054 - type: nAUC_MAP@5_max(MIRACL) value: 7.987468654026893 - type: nAUC_MAP@5_std(MIRACL) value: 1.8324246565938962 - type: nAUC_NDCG@1000_diff1(MIRACL) value: 3.7537669018914768 - type: nAUC_NDCG@1000_max(MIRACL) value: 20.7944707840533 - type: nAUC_NDCG@1000_std(MIRACL) value: 8.444837055303063 - type: nAUC_NDCG@100_diff1(MIRACL) value: 3.7537669018914768 - type: nAUC_NDCG@100_max(MIRACL) value: 20.7944707840533 - type: nAUC_NDCG@100_std(MIRACL) value: 8.444837055303063 - type: nAUC_NDCG@10_diff1(MIRACL) value: 10.829575656103888 - type: nAUC_NDCG@10_max(MIRACL) value: 13.0445496498929 - type: nAUC_NDCG@10_std(MIRACL) value: 6.050412212625362 - type: nAUC_NDCG@1_diff1(MIRACL) value: 19.1388712233292 - type: nAUC_NDCG@1_max(MIRACL) value: 10.871900994781642 - type: nAUC_NDCG@1_std(MIRACL) value: 3.218568248751811 - type: nAUC_NDCG@20_diff1(MIRACL) value: 7.093172181746442 - type: nAUC_NDCG@20_max(MIRACL) value: 16.955238078958836 - type: nAUC_NDCG@20_std(MIRACL) value: 8.325656379573035 - type: nAUC_NDCG@3_diff1(MIRACL) value: 17.134437303330802 - type: nAUC_NDCG@3_max(MIRACL) value: 10.235328822955793 - type: nAUC_NDCG@3_std(MIRACL) value: 3.2341358691084814 - type: nAUC_NDCG@5_diff1(MIRACL) value: 14.733664618337636 - type: nAUC_NDCG@5_max(MIRACL) value: 11.181897412035282 - type: nAUC_NDCG@5_std(MIRACL) value: 3.642277088791985 - type: nAUC_P@1000_diff1(MIRACL) value: -26.330038284867573 - type: nAUC_P@1000_max(MIRACL) value: 28.450694137240458 - type: nAUC_P@1000_std(MIRACL) value: 9.892993775474912 - type: nAUC_P@100_diff1(MIRACL) value: -26.330038284867552 - type: nAUC_P@100_max(MIRACL) value: 28.45069413724051 - type: nAUC_P@100_std(MIRACL) value: 9.892993775474928 - type: nAUC_P@10_diff1(MIRACL) value: -17.436937353231112 - type: nAUC_P@10_max(MIRACL) value: 24.327018012947857 - type: nAUC_P@10_std(MIRACL) value: 11.78803527706634 - type: nAUC_P@1_diff1(MIRACL) value: 19.1388712233292 - type: nAUC_P@1_max(MIRACL) value: 10.871900994781642 - type: nAUC_P@1_std(MIRACL) value: 3.218568248751811 - type: nAUC_P@20_diff1(MIRACL) value: -22.947528755272426 - type: nAUC_P@20_max(MIRACL) value: 27.773093471902538 - type: nAUC_P@20_std(MIRACL) value: 14.898619107087221 - type: nAUC_P@3_diff1(MIRACL) value: 1.4100426412400944 - type: nAUC_P@3_max(MIRACL) value: 17.397472872058845 - type: nAUC_P@3_std(MIRACL) value: 8.240008229861875 - type: nAUC_P@5_diff1(MIRACL) value: -7.971349332207021 - type: nAUC_P@5_max(MIRACL) value: 22.198441167940963 - type: nAUC_P@5_std(MIRACL) value: 9.00265164460082 - type: nAUC_Recall@1000_diff1(MIRACL) value: -38.69835271863148 - type: nAUC_Recall@1000_max(MIRACL) value: 50.9545152809108 - type: nAUC_Recall@1000_std(MIRACL) value: 20.44270887092116 - type: nAUC_Recall@100_diff1(MIRACL) value: -38.69835271863148 - type: nAUC_Recall@100_max(MIRACL) value: 50.9545152809108 - type: nAUC_Recall@100_std(MIRACL) value: 20.44270887092116 - type: nAUC_Recall@10_diff1(MIRACL) value: -0.08109036309433801 - type: nAUC_Recall@10_max(MIRACL) value: 12.696619907773568 - type: nAUC_Recall@10_std(MIRACL) value: 8.791982704261589 - type: nAUC_Recall@1_diff1(MIRACL) value: 28.698973487482206 - type: nAUC_Recall@1_max(MIRACL) value: 2.9217687660885034 - type: nAUC_Recall@1_std(MIRACL) value: -1.1247408800976524 - type: nAUC_Recall@20_diff1(MIRACL) value: -13.312171017942623 - type: nAUC_Recall@20_max(MIRACL) value: 24.19847346821666 - type: nAUC_Recall@20_std(MIRACL) value: 15.8157702609797 - type: nAUC_Recall@3_diff1(MIRACL) value: 16.909128321353343 - type: nAUC_Recall@3_max(MIRACL) value: 6.552122731902991 - type: nAUC_Recall@3_std(MIRACL) value: 1.9963898223457228 - type: nAUC_Recall@5_diff1(MIRACL) value: 9.990292655247721 - type: nAUC_Recall@5_max(MIRACL) value: 9.361722273507574 - type: nAUC_Recall@5_std(MIRACL) value: 3.270918827854495 task: type: Reranking - dataset: config: default name: MTEB SensitiveTopicsClassification (default) revision: 416b34a802308eac30e4192afc0ff99bb8dcc7f2 split: test type: ai-forever/sensitive-topics-classification metrics: - type: accuracy value: 30.634765625 - type: f1 value: 32.647559808678665 - type: lrap value: 45.94319661458259 - type: main_score value: 30.634765625 task: type: MultilabelClassification - dataset: config: default name: MTEB ATEC (default) revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865 split: test type: C-MTEB/ATEC metrics: - type: cosine_pearson value: 47.541497334563296 - type: cosine_spearman value: 49.06268944206629 - type: euclidean_pearson value: 51.838926748581635 - type: euclidean_spearman value: 48.930697157135356 - type: main_score value: 49.06268944206629 - type: manhattan_pearson value: 51.835306769406365 - type: manhattan_spearman value: 48.86135493444834 - type: pearson value: 47.541497334563296 - type: spearman value: 49.06268944206629 task: type: STS - dataset: config: default name: MTEB AllegroReviews (default) revision: b89853e6de927b0e3bfa8ecc0e56fe4e02ceafc6 split: test type: PL-MTEB/allegro-reviews metrics: - type: accuracy value: 49.51292246520874 - type: f1 value: 44.14350234332397 - type: f1_weighted value: 51.65508998354552 - type: main_score value: 49.51292246520874 task: type: Classification - dataset: config: default name: MTEB AlloProfClusteringP2P (default) revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b split: test type: lyon-nlp/alloprof metrics: - type: main_score value: 63.883383458621665 - type: v_measure value: 63.883383458621665 - type: v_measure_std value: 2.693666879958465 task: type: Clustering - dataset: config: default name: MTEB 8TagsClustering revision: None split: test type: PL-MTEB/8tags-clustering metrics: - type: v_measure value: 43.657212124525546 task: type: Clustering - dataset: config: default name: MTEB AlloProfClusteringS2S (default) revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b split: test type: lyon-nlp/alloprof metrics: - type: main_score value: 46.85924588755251 - type: v_measure value: 46.85924588755251 - type: v_measure_std value: 2.1918258880872377 task: type: Clustering - dataset: config: default name: MTEB AlloprofReranking (default) revision: e40c8a63ce02da43200eccb5b0846fcaa888f562 split: test type: lyon-nlp/mteb-fr-reranking-alloprof-s2p metrics: - type: map value: 66.39013753839347 - type: mrr value: 67.68045617786551 - type: main_score value: 66.39013753839347 task: type: Reranking - dataset: config: default name: MTEB AlloprofRetrieval (default) revision: fcf295ea64c750f41fadbaa37b9b861558e1bfbd split: test type: lyon-nlp/alloprof metrics: - type: main_score value: 54.284 - type: map_at_1 value: 37.047000000000004 - type: map_at_10 value: 48.53 - type: map_at_100 value: 49.357 - type: map_at_1000 value: 49.39 - type: map_at_20 value: 49.064 - type: map_at_3 value: 45.675 - type: map_at_5 value: 47.441 - type: mrr_at_1 value: 37.04663212435233 - type: mrr_at_10 value: 48.5300326232969 - type: mrr_at_100 value: 49.35708199037581 - type: mrr_at_1000 value: 49.39005824603193 - type: mrr_at_20 value: 49.06417416464799 - type: mrr_at_3 value: 45.67501439263105 - type: mrr_at_5 value: 47.44099021301103 - type: nauc_map_at_1000_diff1 value: 43.32474221868009 - type: nauc_map_at_1000_max value: 39.407334029058575 - type: nauc_map_at_1000_std value: -2.3728154448932606 - type: nauc_map_at_100_diff1 value: 43.32336300929909 - type: nauc_map_at_100_max value: 39.432174777554835 - type: nauc_map_at_100_std value: -2.356396922384349 - type: nauc_map_at_10_diff1 value: 43.1606520154482 - type: nauc_map_at_10_max value: 39.33734650558226 - type: nauc_map_at_10_std value: -2.5156222475075256 - type: nauc_map_at_1_diff1 value: 46.2178975214499 - type: nauc_map_at_1_max value: 36.26173199049361 - type: nauc_map_at_1_std value: -3.0897555582816443 - type: nauc_map_at_20_diff1 value: 43.272980702916456 - type: nauc_map_at_20_max value: 39.4896977052276 - type: nauc_map_at_20_std value: -2.3305501742917043 - type: nauc_map_at_3_diff1 value: 43.49525042967079 - type: nauc_map_at_3_max value: 38.66352501824728 - type: nauc_map_at_3_std value: -3.202794391620473 - type: nauc_map_at_5_diff1 value: 43.2266692546611 - type: nauc_map_at_5_max value: 38.77368661115743 - type: nauc_map_at_5_std value: -3.0897532130127954 - type: nauc_mrr_at_1000_diff1 value: 43.32474221868009 - type: nauc_mrr_at_1000_max value: 39.407334029058575 - type: nauc_mrr_at_1000_std value: -2.3728154448932606 - type: nauc_mrr_at_100_diff1 value: 43.32336300929909 - type: nauc_mrr_at_100_max value: 39.432174777554835 - type: nauc_mrr_at_100_std value: -2.356396922384349 - type: nauc_mrr_at_10_diff1 value: 43.1606520154482 - type: nauc_mrr_at_10_max value: 39.33734650558226 - type: nauc_mrr_at_10_std value: -2.5156222475075256 - type: nauc_mrr_at_1_diff1 value: 46.2178975214499 - type: nauc_mrr_at_1_max value: 36.26173199049361 - type: nauc_mrr_at_1_std value: -3.0897555582816443 - type: nauc_mrr_at_20_diff1 value: 43.272980702916456 - type: nauc_mrr_at_20_max value: 39.4896977052276 - type: nauc_mrr_at_20_std value: -2.3305501742917043 - type: nauc_mrr_at_3_diff1 value: 43.49525042967079 - type: nauc_mrr_at_3_max value: 38.66352501824728 - type: nauc_mrr_at_3_std value: -3.202794391620473 - type: nauc_mrr_at_5_diff1 value: 43.2266692546611 - type: nauc_mrr_at_5_max value: 38.77368661115743 - type: nauc_mrr_at_5_std value: -3.0897532130127954 - type: nauc_ndcg_at_1000_diff1 value: 43.01903168202974 - type: nauc_ndcg_at_1000_max value: 40.75496622942232 - type: nauc_ndcg_at_1000_std value: -1.3150412981845496 - type: nauc_ndcg_at_100_diff1 value: 42.98016493758145 - type: nauc_ndcg_at_100_max value: 41.55869635162325 - type: nauc_ndcg_at_100_std value: -0.5355252976886055 - type: nauc_ndcg_at_10_diff1 value: 42.218755211347506 - type: nauc_ndcg_at_10_max value: 41.305042275175765 - type: nauc_ndcg_at_10_std value: -1.4034484444573714 - type: nauc_ndcg_at_1_diff1 value: 46.2178975214499 - type: nauc_ndcg_at_1_max value: 36.26173199049361 - type: nauc_ndcg_at_1_std value: -3.0897555582816443 - type: nauc_ndcg_at_20_diff1 value: 42.66574440095576 - type: nauc_ndcg_at_20_max value: 42.014620115124515 - type: nauc_ndcg_at_20_std value: -0.5176162553751498 - type: nauc_ndcg_at_3_diff1 value: 42.837450505106055 - type: nauc_ndcg_at_3_max value: 39.525369733082414 - type: nauc_ndcg_at_3_std value: -3.1605948245795155 - type: nauc_ndcg_at_5_diff1 value: 42.37951815451173 - type: nauc_ndcg_at_5_max value: 39.78840132935179 - type: nauc_ndcg_at_5_std value: -2.936898430768135 - type: nauc_precision_at_1000_diff1 value: 49.69224988612385 - type: nauc_precision_at_1000_max value: 79.57897547128005 - type: nauc_precision_at_1000_std value: 45.040371354764645 - type: nauc_precision_at_100_diff1 value: 42.70597486048422 - type: nauc_precision_at_100_max value: 65.74628759606188 - type: nauc_precision_at_100_std value: 25.49157745244855 - type: nauc_precision_at_10_diff1 value: 38.565609931689345 - type: nauc_precision_at_10_max value: 50.0239696180852 - type: nauc_precision_at_10_std value: 3.976354829503967 - type: nauc_precision_at_1_diff1 value: 46.2178975214499 - type: nauc_precision_at_1_max value: 36.26173199049361 - type: nauc_precision_at_1_std value: -3.0897555582816443 - type: nauc_precision_at_20_diff1 value: 40.4134718566864 - type: nauc_precision_at_20_max value: 57.121778108665374 - type: nauc_precision_at_20_std value: 11.46021975428544 - type: nauc_precision_at_3_diff1 value: 40.90538379461529 - type: nauc_precision_at_3_max value: 42.18393248057992 - type: nauc_precision_at_3_std value: -3.005249943837297 - type: nauc_precision_at_5_diff1 value: 39.60162965860782 - type: nauc_precision_at_5_max value: 43.28317158174058 - type: nauc_precision_at_5_std value: -2.3469094487738054 - type: nauc_recall_at_1000_diff1 value: 49.69224988612252 - type: nauc_recall_at_1000_max value: 79.57897547127862 - type: nauc_recall_at_1000_std value: 45.04037135476256 - type: nauc_recall_at_100_diff1 value: 42.70597486048432 - type: nauc_recall_at_100_max value: 65.74628759606213 - type: nauc_recall_at_100_std value: 25.491577452448727 - type: nauc_recall_at_10_diff1 value: 38.56560993168935 - type: nauc_recall_at_10_max value: 50.02396961808522 - type: nauc_recall_at_10_std value: 3.9763548295040314 - type: nauc_recall_at_1_diff1 value: 46.2178975214499 - type: nauc_recall_at_1_max value: 36.26173199049361 - type: nauc_recall_at_1_std value: -3.0897555582816443 - type: nauc_recall_at_20_diff1 value: 40.41347185668637 - type: nauc_recall_at_20_max value: 57.12177810866533 - type: nauc_recall_at_20_std value: 11.460219754285431 - type: nauc_recall_at_3_diff1 value: 40.90538379461527 - type: nauc_recall_at_3_max value: 42.18393248057989 - type: nauc_recall_at_3_std value: -3.005249943837297 - type: nauc_recall_at_5_diff1 value: 39.601629658607784 - type: nauc_recall_at_5_max value: 43.28317158174053 - type: nauc_recall_at_5_std value: -2.3469094487738054 - type: ndcg_at_1 value: 37.047000000000004 - type: ndcg_at_10 value: 54.284 - type: ndcg_at_100 value: 58.34 - type: ndcg_at_1000 value: 59.303 - type: ndcg_at_20 value: 56.235 - type: ndcg_at_3 value: 48.503 - type: ndcg_at_5 value: 51.686 - type: precision_at_1 value: 37.047000000000004 - type: precision_at_10 value: 7.237 - type: precision_at_100 value: 0.914 - type: precision_at_1000 value: 0.099 - type: precision_at_20 value: 4.005 - type: precision_at_3 value: 18.898 - type: precision_at_5 value: 12.884 - type: recall_at_1 value: 37.047000000000004 - type: recall_at_10 value: 72.366 - type: recall_at_100 value: 91.408 - type: recall_at_1000 value: 99.136 - type: recall_at_20 value: 80.095 - type: recall_at_3 value: 56.693000000000005 - type: recall_at_5 value: 64.42099999999999 task: type: Retrieval - dataset: config: en name: MTEB AmazonCounterfactualClassification (en) revision: e8379541af4e31359cca9fbcf4b00f2671dba205 split: test type: mteb/amazon_counterfactual metrics: - type: accuracy value: 89.49253731343283 - type: ap value: 61.88098616359918 - type: ap_weighted value: 61.88098616359918 - type: f1 value: 84.76516623679144 - type: f1_weighted value: 89.92745276292968 - type: main_score value: 89.49253731343283 task: type: Classification - dataset: config: de name: MTEB AmazonCounterfactualClassification (de) revision: e8379541af4e31359cca9fbcf4b00f2671dba205 split: test type: mteb/amazon_counterfactual metrics: - type: accuracy value: 89.61456102783727 - type: ap value: 93.11816566733742 - type: ap_weighted value: 93.11816566733742 - type: f1 value: 88.27635757733722 - type: f1_weighted value: 89.82581568285453 - type: main_score value: 89.61456102783727 task: type: Classification - dataset: config: default name: MTEB AmazonPolarityClassification (default) revision: e2d317d38cd51312af73b3d32a06d1a08b442046 split: test type: mteb/amazon_polarity metrics: - type: accuracy value: 95.3825 - type: ap value: 93.393033869502 - type: ap_weighted value: 93.393033869502 - type: f1 value: 95.38109007966307 - type: f1_weighted value: 95.38109007966305 - type: main_score value: 95.3825 task: type: Classification - dataset: config: en name: MTEB AmazonReviewsClassification (en) revision: 1399c76144fd37290681b995c656ef9b2e06e26d split: test type: mteb/amazon_reviews_multi metrics: - type: accuracy value: 49.768 - type: f1 value: 48.95084821944411 - type: f1_weighted value: 48.9508482194441 - type: main_score value: 49.768 task: type: Classification - dataset: config: de name: MTEB AmazonReviewsClassification (de) revision: 1399c76144fd37290681b995c656ef9b2e06e26d split: test type: mteb/amazon_reviews_multi metrics: - type: accuracy value: 48.071999999999996 - type: f1 value: 47.24171107487612 - type: f1_weighted value: 47.24171107487612 - type: main_score value: 48.071999999999996 task: type: Classification - dataset: config: es name: MTEB AmazonReviewsClassification (es) revision: 1399c76144fd37290681b995c656ef9b2e06e26d split: test type: mteb/amazon_reviews_multi metrics: - type: accuracy value: 48.102000000000004 - type: f1 value: 47.27193805278696 - type: f1_weighted value: 47.27193805278696 - type: main_score value: 48.102000000000004 task: type: Classification - dataset: config: fr name: MTEB AmazonReviewsClassification (fr) revision: 1399c76144fd37290681b995c656ef9b2e06e26d split: test type: mteb/amazon_reviews_multi metrics: - type: accuracy value: 47.30800000000001 - type: f1 value: 46.41683358017851 - type: f1_weighted value: 46.41683358017851 - type: main_score value: 47.30800000000001 task: type: Classification - dataset: config: zh name: MTEB AmazonReviewsClassification (zh) revision: 1399c76144fd37290681b995c656ef9b2e06e26d split: test type: mteb/amazon_reviews_multi metrics: - type: accuracy value: 44.944 - type: f1 value: 44.223824487744395 - type: f1_weighted value: 44.22382448774439 - type: main_score value: 44.944 task: type: Classification - dataset: config: default name: MTEB ArguAna (default) revision: c22ab2a51041ffd869aaddef7af8d8215647e41a split: test type: mteb/arguana metrics: - type: map_at_1 value: 29.232000000000003 - type: map_at_10 value: 45.117000000000004 - type: map_at_100 value: 45.977000000000004 - type: map_at_1000 value: 45.98 - type: map_at_20 value: 45.815 - type: map_at_3 value: 39.912 - type: map_at_5 value: 42.693 - type: mrr_at_1 value: 29.659000000000002 - type: mrr_at_10 value: 45.253 - type: mrr_at_100 value: 46.125 - type: mrr_at_1000 value: 46.129 - type: mrr_at_20 value: 45.964 - type: mrr_at_3 value: 40.043 - type: mrr_at_5 value: 42.870000000000005 - type: ndcg_at_1 value: 29.232000000000003 - type: ndcg_at_10 value: 54.327999999999996 - type: ndcg_at_100 value: 57.86 - type: ndcg_at_1000 value: 57.935 - type: ndcg_at_20 value: 56.794 - type: ndcg_at_3 value: 43.516 - type: ndcg_at_5 value: 48.512 - type: precision_at_1 value: 29.232000000000003 - type: precision_at_10 value: 8.393 - type: precision_at_100 value: 0.991 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 4.676 - type: precision_at_3 value: 17.994 - type: precision_at_5 value: 13.215 - type: recall_at_1 value: 29.232000000000003 - type: recall_at_10 value: 83.926 - type: recall_at_100 value: 99.075 - type: recall_at_1000 value: 99.644 - type: recall_at_20 value: 93.528 - type: recall_at_3 value: 53.983000000000004 - type: recall_at_5 value: 66.074 - type: main_score value: 54.327999999999996 task: type: Retrieval - dataset: config: default name: MTEB ArxivClusteringP2P (default) revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d split: test type: mteb/arxiv-clustering-p2p metrics: - type: main_score value: 46.6636824632419 - type: v_measure value: 46.6636824632419 - type: v_measure_std value: 13.817129140714963 task: type: Clustering - dataset: config: default name: MTEB ArxivClusteringS2S (default) revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53 split: test type: mteb/arxiv-clustering-s2s metrics: - type: main_score value: 39.271141892800024 - type: v_measure value: 39.271141892800024 - type: v_measure_std value: 14.276782483454827 task: type: Clustering - dataset: config: default name: MTEB AskUbuntuDupQuestions (default) revision: 2000358ca161889fa9c082cb41daa8dcfb161a54 split: test type: mteb/askubuntudupquestions-reranking metrics: - type: map value: 65.04363277324629 - type: mrr value: 78.2372598162072 - type: main_score value: 65.04363277324629 task: type: Reranking - dataset: config: default name: MTEB MindSmallReranking (default) revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69 split: test type: mteb/mind_small metrics: - type: map value: 30.83 - type: main_score value: 30.83 task: type: Reranking - dataset: config: default name: MTEB BIOSSES (default) revision: d3fb88f8f02e40887cd149695127462bbcf29b4a split: test type: mteb/biosses-sts metrics: - type: cosine_pearson value: 88.80382082011027 - type: cosine_spearman value: 88.68876782169106 - type: euclidean_pearson value: 87.00802890147176 - type: euclidean_spearman value: 87.43211268192712 - type: main_score value: 88.68876782169106 - type: manhattan_pearson value: 87.14062537179474 - type: manhattan_spearman value: 87.59115245033443 - type: pearson value: 88.80382082011027 - type: spearman value: 88.68876782169106 task: type: STS - dataset: config: default name: MTEB BQ (default) revision: e3dda5e115e487b39ec7e618c0c6a29137052a55 split: test type: C-MTEB/BQ metrics: - type: cosine_pearson value: 61.588006604878196 - type: cosine_spearman value: 63.20615427154465 - type: euclidean_pearson value: 61.818547092516496 - type: euclidean_spearman value: 63.21558009151778 - type: main_score value: 63.20615427154465 - type: manhattan_pearson value: 61.665588158487616 - type: manhattan_spearman value: 63.051544488238584 - type: pearson value: 61.588006604878196 - type: spearman value: 63.20615427154465 task: type: STS - dataset: config: default name: MTEB BSARDRetrieval (default) revision: 5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59 split: test type: maastrichtlawtech/bsard metrics: - type: main_score value: 64.414 - type: map_at_1 value: 14.865 - type: map_at_10 value: 21.605 - type: map_at_100 value: 22.762 - type: map_at_1000 value: 22.854 - type: map_at_20 value: 22.259999999999998 - type: map_at_3 value: 20.119999999999997 - type: map_at_5 value: 20.931 - type: mrr_at_1 value: 14.864864864864865 - type: mrr_at_10 value: 21.605176605176606 - type: mrr_at_100 value: 22.7622306460065 - type: mrr_at_1000 value: 22.85383406410312 - type: mrr_at_20 value: 22.259528463088845 - type: mrr_at_3 value: 20.12012012012012 - type: mrr_at_5 value: 20.930930930930934 - type: nauc_map_at_1000_diff1 value: 17.486265968689338 - type: nauc_map_at_1000_max value: 22.736799291688836 - type: nauc_map_at_1000_std value: 9.831687441977147 - type: nauc_map_at_100_diff1 value: 17.50754492049086 - type: nauc_map_at_100_max value: 22.77693662806787 - type: nauc_map_at_100_std value: 9.853899509675395 - type: nauc_map_at_10_diff1 value: 17.42133968580952 - type: nauc_map_at_10_max value: 22.45861793882279 - type: nauc_map_at_10_std value: 8.964888472915938 - type: nauc_map_at_1_diff1 value: 19.433947086968093 - type: nauc_map_at_1_max value: 24.75657047550517 - type: nauc_map_at_1_std value: 15.122329157218505 - type: nauc_map_at_20_diff1 value: 17.429856756008785 - type: nauc_map_at_20_max value: 22.438850987431017 - type: nauc_map_at_20_std value: 9.172746012213558 - type: nauc_map_at_3_diff1 value: 18.218182689678475 - type: nauc_map_at_3_max value: 23.57169444088667 - type: nauc_map_at_3_std value: 10.464473559366356 - type: nauc_map_at_5_diff1 value: 18.6075342519133 - type: nauc_map_at_5_max value: 23.308845973576673 - type: nauc_map_at_5_std value: 9.364009996445652 - type: nauc_mrr_at_1000_diff1 value: 17.486265968689338 - type: nauc_mrr_at_1000_max value: 22.736799291688836 - type: nauc_mrr_at_1000_std value: 9.831687441977147 - type: nauc_mrr_at_100_diff1 value: 17.50754492049086 - type: nauc_mrr_at_100_max value: 22.77693662806787 - type: nauc_mrr_at_100_std value: 9.853899509675395 - type: nauc_mrr_at_10_diff1 value: 17.42133968580952 - type: nauc_mrr_at_10_max value: 22.45861793882279 - type: nauc_mrr_at_10_std value: 8.964888472915938 - type: nauc_mrr_at_1_diff1 value: 19.433947086968093 - type: nauc_mrr_at_1_max value: 24.75657047550517 - type: nauc_mrr_at_1_std value: 15.122329157218505 - type: nauc_mrr_at_20_diff1 value: 17.429856756008785 - type: nauc_mrr_at_20_max value: 22.438850987431017 - type: nauc_mrr_at_20_std value: 9.172746012213558 - type: nauc_mrr_at_3_diff1 value: 18.218182689678475 - type: nauc_mrr_at_3_max value: 23.57169444088667 - type: nauc_mrr_at_3_std value: 10.464473559366356 - type: nauc_mrr_at_5_diff1 value: 18.6075342519133 - type: nauc_mrr_at_5_max value: 23.308845973576673 - type: nauc_mrr_at_5_std value: 9.364009996445652 - type: nauc_ndcg_at_1000_diff1 value: 16.327871824135745 - type: nauc_ndcg_at_1000_max value: 23.308241052911495 - type: nauc_ndcg_at_1000_std value: 11.50905911184097 - type: nauc_ndcg_at_100_diff1 value: 16.676226744692773 - type: nauc_ndcg_at_100_max value: 24.323253721240974 - type: nauc_ndcg_at_100_std value: 11.952612443651557 - type: nauc_ndcg_at_10_diff1 value: 16.030325121764594 - type: nauc_ndcg_at_10_max value: 21.306799242079542 - type: nauc_ndcg_at_10_std value: 6.63359364302513 - type: nauc_ndcg_at_1_diff1 value: 19.433947086968093 - type: nauc_ndcg_at_1_max value: 24.75657047550517 - type: nauc_ndcg_at_1_std value: 15.122329157218505 - type: nauc_ndcg_at_20_diff1 value: 16.013173605999857 - type: nauc_ndcg_at_20_max value: 21.607217260736576 - type: nauc_ndcg_at_20_std value: 7.319482417138996 - type: nauc_ndcg_at_3_diff1 value: 17.97958548328493 - type: nauc_ndcg_at_3_max value: 23.58346522810145 - type: nauc_ndcg_at_3_std value: 9.392582854708314 - type: nauc_ndcg_at_5_diff1 value: 18.734733324685287 - type: nauc_ndcg_at_5_max value: 23.273244317623742 - type: nauc_ndcg_at_5_std value: 7.638611545253834 - type: nauc_precision_at_1000_diff1 value: 7.919843339380295 - type: nauc_precision_at_1000_max value: 31.575386234270486 - type: nauc_precision_at_1000_std value: 39.332224386769404 - type: nauc_precision_at_100_diff1 value: 15.018050960000052 - type: nauc_precision_at_100_max value: 34.98209513759861 - type: nauc_precision_at_100_std value: 26.970034484359022 - type: nauc_precision_at_10_diff1 value: 12.102191084210922 - type: nauc_precision_at_10_max value: 18.112541150340675 - type: nauc_precision_at_10_std value: 0.7358784689406018 - type: nauc_precision_at_1_diff1 value: 19.433947086968093 - type: nauc_precision_at_1_max value: 24.75657047550517 - type: nauc_precision_at_1_std value: 15.122329157218505 - type: nauc_precision_at_20_diff1 value: 12.018814361204328 - type: nauc_precision_at_20_max value: 19.75123746049928 - type: nauc_precision_at_20_std value: 3.012204650582264 - type: nauc_precision_at_3_diff1 value: 17.41375604940955 - type: nauc_precision_at_3_max value: 23.699834627021037 - type: nauc_precision_at_3_std value: 6.793486779050103 - type: nauc_precision_at_5_diff1 value: 19.194631963780257 - type: nauc_precision_at_5_max value: 23.31708702442155 - type: nauc_precision_at_5_std value: 3.4591358279667332 - type: nauc_recall_at_1000_diff1 value: 7.919843339380378 - type: nauc_recall_at_1000_max value: 31.57538623427063 - type: nauc_recall_at_1000_std value: 39.332224386769546 - type: nauc_recall_at_100_diff1 value: 15.018050960000085 - type: nauc_recall_at_100_max value: 34.9820951375986 - type: nauc_recall_at_100_std value: 26.97003448435901 - type: nauc_recall_at_10_diff1 value: 12.102191084210837 - type: nauc_recall_at_10_max value: 18.112541150340594 - type: nauc_recall_at_10_std value: 0.7358784689405188 - type: nauc_recall_at_1_diff1 value: 19.433947086968093 - type: nauc_recall_at_1_max value: 24.75657047550517 - type: nauc_recall_at_1_std value: 15.122329157218505 - type: nauc_recall_at_20_diff1 value: 12.01881436120429 - type: nauc_recall_at_20_max value: 19.751237460499222 - type: nauc_recall_at_20_std value: 3.0122046505822135 - type: nauc_recall_at_3_diff1 value: 17.413756049409503 - type: nauc_recall_at_3_max value: 23.699834627020998 - type: nauc_recall_at_3_std value: 6.793486779050083 - type: nauc_recall_at_5_diff1 value: 19.194631963780203 - type: nauc_recall_at_5_max value: 23.3170870244215 - type: nauc_recall_at_5_std value: 3.459135827966664 - type: ndcg_at_1 value: 14.865 - type: ndcg_at_10 value: 24.764 - type: ndcg_at_100 value: 30.861 - type: ndcg_at_1000 value: 33.628 - type: ndcg_at_20 value: 27.078000000000003 - type: ndcg_at_3 value: 21.675 - type: ndcg_at_5 value: 23.148 - type: precision_at_1 value: 14.865 - type: precision_at_10 value: 3.4680000000000004 - type: precision_at_100 value: 0.644 - type: precision_at_1000 value: 0.087 - type: precision_at_20 value: 2.185 - type: precision_at_3 value: 8.709 - type: precision_at_5 value: 5.946 - type: recall_at_1 value: 14.865 - type: recall_at_10 value: 34.685 - type: recall_at_100 value: 64.414 - type: recall_at_1000 value: 86.937 - type: recall_at_20 value: 43.694 - type: recall_at_3 value: 26.125999999999998 - type: recall_at_5 value: 29.73 task: type: Retrieval - dataset: config: default name: MTEB Banking77Classification (default) revision: 0fd18e25b25c072e09e0d92ab615fda904d66300 split: test type: mteb/banking77 metrics: - type: accuracy value: 84.08116883116882 - type: f1 value: 84.05587055990273 - type: f1_weighted value: 84.05587055990274 - type: main_score value: 84.08116883116882 task: type: Classification - dataset: config: default name: MTEB BiorxivClusteringP2P (default) revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40 split: test type: mteb/biorxiv-clustering-p2p metrics: - type: main_score value: 38.1941007822277 - type: v_measure value: 38.1941007822277 - type: v_measure_std value: 0.7502113547288178 task: type: Clustering - dataset: config: default name: MTEB BiorxivClusteringS2S (default) revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908 split: test type: mteb/biorxiv-clustering-s2s metrics: - type: main_score value: 34.42075599178318 - type: v_measure value: 34.42075599178318 - type: v_measure_std value: 0.600256720497283 task: type: Clustering - dataset: config: default name: MTEB BlurbsClusteringP2P (default) revision: a2dd5b02a77de3466a3eaa98ae586b5610314496 split: test type: slvnwhrl/blurbs-clustering-p2p metrics: - type: main_score value: 41.634627363047265 - type: v_measure value: 41.634627363047265 - type: v_measure_std value: 9.726923191225307 task: type: Clustering - dataset: config: default name: MTEB BlurbsClusteringS2S (default) revision: 22793b6a6465bf00120ad525e38c51210858132c split: test type: slvnwhrl/blurbs-clustering-s2s metrics: - type: main_score value: 20.996468295584197 - type: v_measure value: 20.996468295584197 - type: v_measure_std value: 9.225766688272197 task: type: Clustering - dataset: config: default name: MTEB CBD (default) revision: 36ddb419bcffe6a5374c3891957912892916f28d split: test type: PL-MTEB/cbd metrics: - type: accuracy value: 69.99 - type: ap value: 22.57826353116948 - type: ap_weighted value: 22.57826353116948 - type: f1 value: 59.04574955548393 - type: f1_weighted value: 74.36235022309789 - type: main_score value: 69.99 task: type: Classification - dataset: config: default name: MTEB CDSC-E (default) revision: 0a3d4aa409b22f80eb22cbf59b492637637b536d split: test type: PL-MTEB/cdsce-pairclassification metrics: - type: cosine_accuracy value: 88.7 - type: cosine_accuracy_threshold value: 97.37848043441772 - type: cosine_ap value: 73.0405088928302 - type: cosine_f1 value: 63.52201257861635 - type: cosine_f1_threshold value: 96.98888063430786 - type: cosine_precision value: 78.90625 - type: cosine_recall value: 53.1578947368421 - type: dot_accuracy value: 84.89999999999999 - type: dot_accuracy_threshold value: 43603.09753417969 - type: dot_ap value: 56.98157569085279 - type: dot_f1 value: 57.606490872210955 - type: dot_f1_threshold value: 40406.23779296875 - type: dot_precision value: 46.864686468646866 - type: dot_recall value: 74.73684210526315 - type: euclidean_accuracy value: 88.5 - type: euclidean_accuracy_threshold value: 498.0483055114746 - type: euclidean_ap value: 72.97328234816734 - type: euclidean_f1 value: 63.722397476340696 - type: euclidean_f1_threshold value: 508.6186408996582 - type: euclidean_precision value: 79.52755905511812 - type: euclidean_recall value: 53.1578947368421 - type: main_score value: 73.0405088928302 - type: manhattan_accuracy value: 88.6 - type: manhattan_accuracy_threshold value: 12233.079528808594 - type: manhattan_ap value: 72.92148503992615 - type: manhattan_f1 value: 63.69426751592356 - type: manhattan_f1_threshold value: 12392.754364013672 - type: manhattan_precision value: 80.64516129032258 - type: manhattan_recall value: 52.63157894736842 - type: max_accuracy value: 88.7 - type: max_ap value: 73.0405088928302 - type: max_f1 value: 63.722397476340696 - type: max_precision value: 80.64516129032258 - type: max_recall value: 74.73684210526315 - type: similarity_accuracy value: 88.7 - type: similarity_accuracy_threshold value: 97.37848043441772 - type: similarity_ap value: 73.0405088928302 - type: similarity_f1 value: 63.52201257861635 - type: similarity_f1_threshold value: 96.98888063430786 - type: similarity_precision value: 78.90625 - type: similarity_recall value: 53.1578947368421 task: type: PairClassification - dataset: config: default name: MTEB CDSC-R (default) revision: 1cd6abbb00df7d14be3dbd76a7dcc64b3a79a7cd split: test type: PL-MTEB/cdscr-sts metrics: - type: cosine_pearson value: 92.97492495289738 - type: cosine_spearman value: 92.63248098608472 - type: euclidean_pearson value: 92.04712487782031 - type: euclidean_spearman value: 92.19679486755008 - type: main_score value: 92.63248098608472 - type: manhattan_pearson value: 92.0101187740438 - type: manhattan_spearman value: 92.20926859332754 - type: pearson value: 92.97492495289738 - type: spearman value: 92.63248098608472 task: type: STS - dataset: config: default name: MTEB CLSClusteringP2P (default) revision: 4b6227591c6c1a73bc76b1055f3b7f3588e72476 split: test type: C-MTEB/CLSClusteringP2P metrics: - type: main_score value: 39.96377851800628 - type: v_measure value: 39.96377851800628 - type: v_measure_std value: 0.9793033243093288 task: type: Clustering - dataset: config: default name: MTEB CLSClusteringS2S (default) revision: e458b3f5414b62b7f9f83499ac1f5497ae2e869f split: test type: C-MTEB/CLSClusteringS2S metrics: - type: main_score value: 38.788850224595784 - type: v_measure value: 38.788850224595784 - type: v_measure_std value: 1.0712604145916924 task: type: Clustering - dataset: config: default name: MTEB CMedQAv1 revision: 8d7f1e942507dac42dc58017c1a001c3717da7df split: test type: C-MTEB/CMedQAv1-reranking metrics: - type: map value: 77.95952507806115 - type: mrr value: 80.8643253968254 - type: main_score value: 77.95952507806115 task: type: Reranking - dataset: config: default name: MTEB CMedQAv2 revision: 23d186750531a14a0357ca22cd92d712fd512ea0 split: test type: C-MTEB/CMedQAv2-reranking metrics: - type: map value: 78.21522500165045 - type: mrr value: 81.28194444444443 - type: main_score value: 78.21522500165045 task: type: Reranking - dataset: config: default name: MTEB CQADupstackAndroidRetrieval (default) revision: f46a197baaae43b4f621051089b82a364682dfeb split: test type: mteb/cqadupstack-android metrics: - type: map_at_1 value: 33.377 - type: map_at_10 value: 46.371 - type: map_at_100 value: 47.829 - type: map_at_1000 value: 47.94 - type: map_at_20 value: 47.205000000000005 - type: map_at_3 value: 42.782 - type: map_at_5 value: 44.86 - type: mrr_at_1 value: 41.345 - type: mrr_at_10 value: 52.187 - type: mrr_at_100 value: 52.893 - type: mrr_at_1000 value: 52.929 - type: mrr_at_20 value: 52.637 - type: mrr_at_3 value: 49.714000000000006 - type: mrr_at_5 value: 51.373000000000005 - type: ndcg_at_1 value: 41.345 - type: ndcg_at_10 value: 52.946000000000005 - type: ndcg_at_100 value: 57.92699999999999 - type: ndcg_at_1000 value: 59.609 - type: ndcg_at_20 value: 54.900999999999996 - type: ndcg_at_3 value: 48.357 - type: ndcg_at_5 value: 50.739000000000004 - type: precision_at_1 value: 41.345 - type: precision_at_10 value: 10.186 - type: precision_at_100 value: 1.554 - type: precision_at_1000 value: 0.2 - type: precision_at_20 value: 5.959 - type: precision_at_3 value: 23.796 - type: precision_at_5 value: 17.024 - type: recall_at_1 value: 33.377 - type: recall_at_10 value: 65.067 - type: recall_at_100 value: 86.04899999999999 - type: recall_at_1000 value: 96.54899999999999 - type: recall_at_20 value: 72.071 - type: recall_at_3 value: 51.349999999999994 - type: recall_at_5 value: 58.41 - type: main_score value: 52.946000000000005 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackEnglishRetrieval (default) revision: ad9991cb51e31e31e430383c75ffb2885547b5f0 split: test type: mteb/cqadupstack-english metrics: - type: map_at_1 value: 31.097 - type: map_at_10 value: 42.183 - type: map_at_100 value: 43.580999999999996 - type: map_at_1000 value: 43.718 - type: map_at_20 value: 42.921 - type: map_at_3 value: 38.963 - type: map_at_5 value: 40.815 - type: mrr_at_1 value: 39.745000000000005 - type: mrr_at_10 value: 48.736000000000004 - type: mrr_at_100 value: 49.405 - type: mrr_at_1000 value: 49.452 - type: mrr_at_20 value: 49.118 - type: mrr_at_3 value: 46.497 - type: mrr_at_5 value: 47.827999999999996 - type: ndcg_at_1 value: 39.745000000000005 - type: ndcg_at_10 value: 48.248000000000005 - type: ndcg_at_100 value: 52.956 - type: ndcg_at_1000 value: 54.99699999999999 - type: ndcg_at_20 value: 50.01 - type: ndcg_at_3 value: 43.946000000000005 - type: ndcg_at_5 value: 46.038000000000004 - type: precision_at_1 value: 39.745000000000005 - type: precision_at_10 value: 9.229 - type: precision_at_100 value: 1.5070000000000001 - type: precision_at_1000 value: 0.199 - type: precision_at_20 value: 5.489999999999999 - type: precision_at_3 value: 21.38 - type: precision_at_5 value: 15.274 - type: recall_at_1 value: 31.097 - type: recall_at_10 value: 58.617 - type: recall_at_100 value: 78.55199999999999 - type: recall_at_1000 value: 91.13900000000001 - type: recall_at_20 value: 64.92 - type: recall_at_3 value: 45.672000000000004 - type: recall_at_5 value: 51.669 - type: main_score value: 48.248000000000005 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackGamingRetrieval (default) revision: 4885aa143210c98657558c04aaf3dc47cfb54340 split: test type: mteb/cqadupstack-gaming metrics: - type: map_at_1 value: 39.745000000000005 - type: map_at_10 value: 52.063 - type: map_at_100 value: 53.077 - type: map_at_1000 value: 53.13 - type: map_at_20 value: 52.66 - type: map_at_3 value: 48.662 - type: map_at_5 value: 50.507000000000005 - type: mrr_at_1 value: 45.391999999999996 - type: mrr_at_10 value: 55.528 - type: mrr_at_100 value: 56.16100000000001 - type: mrr_at_1000 value: 56.192 - type: mrr_at_20 value: 55.923 - type: mrr_at_3 value: 52.93600000000001 - type: mrr_at_5 value: 54.435 - type: ndcg_at_1 value: 45.391999999999996 - type: ndcg_at_10 value: 58.019 - type: ndcg_at_100 value: 61.936 - type: ndcg_at_1000 value: 63.015 - type: ndcg_at_20 value: 59.691 - type: ndcg_at_3 value: 52.294 - type: ndcg_at_5 value: 55.017 - type: precision_at_1 value: 45.391999999999996 - type: precision_at_10 value: 9.386 - type: precision_at_100 value: 1.232 - type: precision_at_1000 value: 0.136 - type: precision_at_20 value: 5.223 - type: precision_at_3 value: 23.177 - type: precision_at_5 value: 15.9 - type: recall_at_1 value: 39.745000000000005 - type: recall_at_10 value: 72.08099999999999 - type: recall_at_100 value: 88.85300000000001 - type: recall_at_1000 value: 96.569 - type: recall_at_20 value: 78.203 - type: recall_at_3 value: 56.957 - type: recall_at_5 value: 63.63100000000001 - type: main_score value: 58.019 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackGisRetrieval (default) revision: 5003b3064772da1887988e05400cf3806fe491f2 split: test type: mteb/cqadupstack-gis metrics: - type: map_at_1 value: 26.651999999999997 - type: map_at_10 value: 35.799 - type: map_at_100 value: 36.846000000000004 - type: map_at_1000 value: 36.931000000000004 - type: map_at_20 value: 36.341 - type: map_at_3 value: 32.999 - type: map_at_5 value: 34.597 - type: mrr_at_1 value: 28.814 - type: mrr_at_10 value: 37.869 - type: mrr_at_100 value: 38.728 - type: mrr_at_1000 value: 38.795 - type: mrr_at_20 value: 38.317 - type: mrr_at_3 value: 35.235 - type: mrr_at_5 value: 36.738 - type: ndcg_at_1 value: 28.814 - type: ndcg_at_10 value: 41.028 - type: ndcg_at_100 value: 46.162 - type: ndcg_at_1000 value: 48.15 - type: ndcg_at_20 value: 42.824 - type: ndcg_at_3 value: 35.621 - type: ndcg_at_5 value: 38.277 - type: precision_at_1 value: 28.814 - type: precision_at_10 value: 6.361999999999999 - type: precision_at_100 value: 0.9450000000000001 - type: precision_at_1000 value: 0.11399999999999999 - type: precision_at_20 value: 3.6159999999999997 - type: precision_at_3 value: 15.140999999999998 - type: precision_at_5 value: 10.712000000000002 - type: recall_at_1 value: 26.651999999999997 - type: recall_at_10 value: 55.038 - type: recall_at_100 value: 78.806 - type: recall_at_1000 value: 93.485 - type: recall_at_20 value: 61.742 - type: recall_at_3 value: 40.682 - type: recall_at_5 value: 46.855000000000004 - type: main_score value: 41.028 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackMathematicaRetrieval (default) revision: 90fceea13679c63fe563ded68f3b6f06e50061de split: test type: mteb/cqadupstack-mathematica metrics: - type: map_at_1 value: 17.627000000000002 - type: map_at_10 value: 26.436999999999998 - type: map_at_100 value: 27.85 - type: map_at_1000 value: 27.955999999999996 - type: map_at_20 value: 27.233 - type: map_at_3 value: 23.777 - type: map_at_5 value: 25.122 - type: mrr_at_1 value: 22.387999999999998 - type: mrr_at_10 value: 31.589 - type: mrr_at_100 value: 32.641999999999996 - type: mrr_at_1000 value: 32.696999999999996 - type: mrr_at_20 value: 32.201 - type: mrr_at_3 value: 28.98 - type: mrr_at_5 value: 30.342000000000002 - type: ndcg_at_1 value: 22.387999999999998 - type: ndcg_at_10 value: 32.129999999999995 - type: ndcg_at_100 value: 38.562999999999995 - type: ndcg_at_1000 value: 40.903 - type: ndcg_at_20 value: 34.652 - type: ndcg_at_3 value: 27.26 - type: ndcg_at_5 value: 29.235 - type: precision_at_1 value: 22.387999999999998 - type: precision_at_10 value: 5.970000000000001 - type: precision_at_100 value: 1.068 - type: precision_at_1000 value: 0.13899999999999998 - type: precision_at_20 value: 3.6999999999999997 - type: precision_at_3 value: 13.267000000000001 - type: precision_at_5 value: 9.403 - type: recall_at_1 value: 17.627000000000002 - type: recall_at_10 value: 44.71 - type: recall_at_100 value: 72.426 - type: recall_at_1000 value: 88.64699999999999 - type: recall_at_20 value: 53.65 - type: recall_at_3 value: 30.989 - type: recall_at_5 value: 36.237 - type: main_score value: 32.129999999999995 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackPhysicsRetrieval (default) revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4 split: test type: mteb/cqadupstack-physics metrics: - type: map_at_1 value: 30.891000000000002 - type: map_at_10 value: 41.519 - type: map_at_100 value: 42.896 - type: map_at_1000 value: 42.992999999999995 - type: map_at_20 value: 42.287 - type: map_at_3 value: 37.822 - type: map_at_5 value: 39.976 - type: mrr_at_1 value: 37.921 - type: mrr_at_10 value: 47.260999999999996 - type: mrr_at_100 value: 48.044 - type: mrr_at_1000 value: 48.08 - type: mrr_at_20 value: 47.699999999999996 - type: mrr_at_3 value: 44.513999999999996 - type: mrr_at_5 value: 46.064 - type: ndcg_at_1 value: 37.921 - type: ndcg_at_10 value: 47.806 - type: ndcg_at_100 value: 53.274 - type: ndcg_at_1000 value: 55.021 - type: ndcg_at_20 value: 49.973 - type: ndcg_at_3 value: 42.046 - type: ndcg_at_5 value: 44.835 - type: precision_at_1 value: 37.921 - type: precision_at_10 value: 8.767999999999999 - type: precision_at_100 value: 1.353 - type: precision_at_1000 value: 0.168 - type: precision_at_20 value: 5.135 - type: precision_at_3 value: 20.051 - type: precision_at_5 value: 14.398 - type: recall_at_1 value: 30.891000000000002 - type: recall_at_10 value: 60.897999999999996 - type: recall_at_100 value: 83.541 - type: recall_at_1000 value: 94.825 - type: recall_at_20 value: 68.356 - type: recall_at_3 value: 44.65 - type: recall_at_5 value: 51.919000000000004 - type: main_score value: 47.806 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackProgrammersRetrieval (default) revision: 6184bc1440d2dbc7612be22b50686b8826d22b32 split: test type: mteb/cqadupstack-programmers metrics: - type: map_at_1 value: 27.654 - type: map_at_10 value: 38.025999999999996 - type: map_at_100 value: 39.425 - type: map_at_1000 value: 39.528 - type: map_at_20 value: 38.838 - type: map_at_3 value: 34.745 - type: map_at_5 value: 36.537 - type: mrr_at_1 value: 34.018 - type: mrr_at_10 value: 43.314 - type: mrr_at_100 value: 44.283 - type: mrr_at_1000 value: 44.327 - type: mrr_at_20 value: 43.929 - type: mrr_at_3 value: 40.868 - type: mrr_at_5 value: 42.317 - type: ndcg_at_1 value: 34.018 - type: ndcg_at_10 value: 43.887 - type: ndcg_at_100 value: 49.791000000000004 - type: ndcg_at_1000 value: 51.834 - type: ndcg_at_20 value: 46.376 - type: ndcg_at_3 value: 38.769999999999996 - type: ndcg_at_5 value: 41.144 - type: precision_at_1 value: 34.018 - type: precision_at_10 value: 8.001999999999999 - type: precision_at_100 value: 1.2630000000000001 - type: precision_at_1000 value: 0.16 - type: precision_at_20 value: 4.737 - type: precision_at_3 value: 18.417 - type: precision_at_5 value: 13.150999999999998 - type: recall_at_1 value: 27.654 - type: recall_at_10 value: 56.111 - type: recall_at_100 value: 81.136 - type: recall_at_1000 value: 94.788 - type: recall_at_20 value: 65.068 - type: recall_at_3 value: 41.713 - type: recall_at_5 value: 48.106 - type: main_score value: 43.887 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackRetrieval (default) revision: CQADupstackRetrieval_is_a_combined_dataset split: test type: CQADupstackRetrieval_is_a_combined_dataset metrics: - type: main_score value: 42.58858333333333 - type: ndcg_at_10 value: 42.58858333333333 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackStatsRetrieval (default) revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a split: test type: mteb/cqadupstack-stats metrics: - type: map_at_1 value: 24.501 - type: map_at_10 value: 32.814 - type: map_at_100 value: 33.754 - type: map_at_1000 value: 33.859 - type: map_at_20 value: 33.324 - type: map_at_3 value: 30.758000000000003 - type: map_at_5 value: 31.936999999999998 - type: mrr_at_1 value: 27.761000000000003 - type: mrr_at_10 value: 35.662 - type: mrr_at_100 value: 36.443999999999996 - type: mrr_at_1000 value: 36.516999999999996 - type: mrr_at_20 value: 36.085 - type: mrr_at_3 value: 33.742 - type: mrr_at_5 value: 34.931 - type: ndcg_at_1 value: 27.761000000000003 - type: ndcg_at_10 value: 37.208000000000006 - type: ndcg_at_100 value: 41.839 - type: ndcg_at_1000 value: 44.421 - type: ndcg_at_20 value: 38.917 - type: ndcg_at_3 value: 33.544000000000004 - type: ndcg_at_5 value: 35.374 - type: precision_at_1 value: 27.761000000000003 - type: precision_at_10 value: 5.92 - type: precision_at_100 value: 0.899 - type: precision_at_1000 value: 0.12 - type: precision_at_20 value: 3.4130000000000003 - type: precision_at_3 value: 15.031 - type: precision_at_5 value: 10.306999999999999 - type: recall_at_1 value: 24.501 - type: recall_at_10 value: 47.579 - type: recall_at_100 value: 69.045 - type: recall_at_1000 value: 88.032 - type: recall_at_20 value: 54.125 - type: recall_at_3 value: 37.202 - type: recall_at_5 value: 41.927 - type: main_score value: 37.208000000000006 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackTexRetrieval (default) revision: 46989137a86843e03a6195de44b09deda022eec7 split: test type: mteb/cqadupstack-tex metrics: - type: map_at_1 value: 18.29 - type: map_at_10 value: 26.183 - type: map_at_100 value: 27.351999999999997 - type: map_at_1000 value: 27.483999999999998 - type: map_at_20 value: 26.798 - type: map_at_3 value: 23.629 - type: map_at_5 value: 24.937 - type: mrr_at_1 value: 22.299 - type: mrr_at_10 value: 30.189 - type: mrr_at_100 value: 31.098 - type: mrr_at_1000 value: 31.177 - type: mrr_at_20 value: 30.697000000000003 - type: mrr_at_3 value: 27.862 - type: mrr_at_5 value: 29.066 - type: ndcg_at_1 value: 22.299 - type: ndcg_at_10 value: 31.202 - type: ndcg_at_100 value: 36.617 - type: ndcg_at_1000 value: 39.544000000000004 - type: ndcg_at_20 value: 33.177 - type: ndcg_at_3 value: 26.639000000000003 - type: ndcg_at_5 value: 28.526 - type: precision_at_1 value: 22.299 - type: precision_at_10 value: 5.8020000000000005 - type: precision_at_100 value: 1.0070000000000001 - type: precision_at_1000 value: 0.14400000000000002 - type: precision_at_20 value: 3.505 - type: precision_at_3 value: 12.698 - type: precision_at_5 value: 9.174 - type: recall_at_1 value: 18.29 - type: recall_at_10 value: 42.254999999999995 - type: recall_at_100 value: 66.60000000000001 - type: recall_at_1000 value: 87.31400000000001 - type: recall_at_20 value: 49.572 - type: recall_at_3 value: 29.342000000000002 - type: recall_at_5 value: 34.221000000000004 - type: main_score value: 31.202 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackUnixRetrieval (default) revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53 split: test type: mteb/cqadupstack-unix metrics: - type: map_at_1 value: 27.722 - type: map_at_10 value: 37.698 - type: map_at_100 value: 38.899 - type: map_at_1000 value: 38.998 - type: map_at_20 value: 38.381 - type: map_at_3 value: 34.244 - type: map_at_5 value: 36.295 - type: mrr_at_1 value: 32.183 - type: mrr_at_10 value: 41.429 - type: mrr_at_100 value: 42.308 - type: mrr_at_1000 value: 42.358000000000004 - type: mrr_at_20 value: 41.957 - type: mrr_at_3 value: 38.401999999999994 - type: mrr_at_5 value: 40.294999999999995 - type: ndcg_at_1 value: 32.183 - type: ndcg_at_10 value: 43.519000000000005 - type: ndcg_at_100 value: 48.786 - type: ndcg_at_1000 value: 50.861999999999995 - type: ndcg_at_20 value: 45.654 - type: ndcg_at_3 value: 37.521 - type: ndcg_at_5 value: 40.615 - type: precision_at_1 value: 32.183 - type: precision_at_10 value: 7.603 - type: precision_at_100 value: 1.135 - type: precision_at_1000 value: 0.14200000000000002 - type: precision_at_20 value: 4.408 - type: precision_at_3 value: 17.071 - type: precision_at_5 value: 12.668 - type: recall_at_1 value: 27.722 - type: recall_at_10 value: 57.230000000000004 - type: recall_at_100 value: 79.97999999999999 - type: recall_at_1000 value: 94.217 - type: recall_at_20 value: 64.864 - type: recall_at_3 value: 41.215 - type: recall_at_5 value: 48.774 - type: main_score value: 43.519000000000005 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackWebmastersRetrieval (default) revision: 160c094312a0e1facb97e55eeddb698c0abe3571 split: test type: mteb/cqadupstack-webmasters metrics: - type: map_at_1 value: 25.852999999999998 - type: map_at_10 value: 35.394999999999996 - type: map_at_100 value: 37.291999999999994 - type: map_at_1000 value: 37.495 - type: map_at_20 value: 36.372 - type: map_at_3 value: 32.336 - type: map_at_5 value: 34.159 - type: mrr_at_1 value: 31.818 - type: mrr_at_10 value: 40.677 - type: mrr_at_100 value: 41.728 - type: mrr_at_1000 value: 41.778 - type: mrr_at_20 value: 41.301 - type: mrr_at_3 value: 38.208 - type: mrr_at_5 value: 39.592 - type: ndcg_at_1 value: 31.818 - type: ndcg_at_10 value: 41.559000000000005 - type: ndcg_at_100 value: 48.012 - type: ndcg_at_1000 value: 50.234 - type: ndcg_at_20 value: 44.15 - type: ndcg_at_3 value: 36.918 - type: ndcg_at_5 value: 39.227000000000004 - type: precision_at_1 value: 31.818 - type: precision_at_10 value: 8.043 - type: precision_at_100 value: 1.625 - type: precision_at_1000 value: 0.245 - type: precision_at_20 value: 5.2170000000000005 - type: precision_at_3 value: 17.655 - type: precision_at_5 value: 12.845999999999998 - type: recall_at_1 value: 25.852999999999998 - type: recall_at_10 value: 53.093 - type: recall_at_100 value: 81.05799999999999 - type: recall_at_1000 value: 94.657 - type: recall_at_20 value: 62.748000000000005 - type: recall_at_3 value: 39.300000000000004 - type: recall_at_5 value: 45.754 - type: main_score value: 41.559000000000005 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackWordpressRetrieval (default) revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4 split: test type: mteb/cqadupstack-wordpress metrics: - type: map_at_1 value: 19.23 - type: map_at_10 value: 28.128999999999998 - type: map_at_100 value: 29.195 - type: map_at_1000 value: 29.310000000000002 - type: map_at_20 value: 28.713 - type: map_at_3 value: 25.191000000000003 - type: map_at_5 value: 26.69 - type: mrr_at_1 value: 21.257 - type: mrr_at_10 value: 30.253999999999998 - type: mrr_at_100 value: 31.195 - type: mrr_at_1000 value: 31.270999999999997 - type: mrr_at_20 value: 30.747999999999998 - type: mrr_at_3 value: 27.633999999999997 - type: mrr_at_5 value: 28.937 - type: ndcg_at_1 value: 21.257 - type: ndcg_at_10 value: 33.511 - type: ndcg_at_100 value: 38.733000000000004 - type: ndcg_at_1000 value: 41.489 - type: ndcg_at_20 value: 35.476 - type: ndcg_at_3 value: 27.845 - type: ndcg_at_5 value: 30.264999999999997 - type: precision_at_1 value: 21.257 - type: precision_at_10 value: 5.619 - type: precision_at_100 value: 0.893 - type: precision_at_1000 value: 0.124 - type: precision_at_20 value: 3.29 - type: precision_at_3 value: 12.508 - type: precision_at_5 value: 8.946 - type: recall_at_1 value: 19.23 - type: recall_at_10 value: 48.185 - type: recall_at_100 value: 71.932 - type: recall_at_1000 value: 92.587 - type: recall_at_20 value: 55.533 - type: recall_at_3 value: 32.865 - type: recall_at_5 value: 38.577 - type: main_score value: 33.511 task: type: Retrieval - dataset: config: default name: MTEB ClimateFEVER (default) revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380 split: test type: mteb/climate-fever metrics: - type: map_at_1 value: 19.594 - type: map_at_10 value: 32.519 - type: map_at_100 value: 34.1 - type: map_at_1000 value: 34.263 - type: map_at_20 value: 33.353 - type: map_at_3 value: 27.898 - type: map_at_5 value: 30.524 - type: mrr_at_1 value: 46.515 - type: mrr_at_10 value: 56.958 - type: mrr_at_100 value: 57.54899999999999 - type: mrr_at_1000 value: 57.574999999999996 - type: mrr_at_20 value: 57.315000000000005 - type: mrr_at_3 value: 54.852999999999994 - type: mrr_at_5 value: 56.153 - type: ndcg_at_1 value: 46.515 - type: ndcg_at_10 value: 42.363 - type: ndcg_at_100 value: 48.233 - type: ndcg_at_1000 value: 50.993 - type: ndcg_at_20 value: 44.533 - type: ndcg_at_3 value: 37.297000000000004 - type: ndcg_at_5 value: 38.911 - type: precision_at_1 value: 46.515 - type: precision_at_10 value: 12.520999999999999 - type: precision_at_100 value: 1.8980000000000001 - type: precision_at_1000 value: 0.242 - type: precision_at_20 value: 7.212000000000001 - type: precision_at_3 value: 27.752 - type: precision_at_5 value: 20.391000000000002 - type: recall_at_1 value: 19.594 - type: recall_at_10 value: 46.539 - type: recall_at_100 value: 66.782 - type: recall_at_1000 value: 82.049 - type: recall_at_20 value: 52.611 - type: recall_at_3 value: 32.528 - type: recall_at_5 value: 38.933 - type: main_score value: 42.363 task: type: Retrieval - dataset: config: default name: MTEB CmedqaRetrieval (default) revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301 split: dev type: C-MTEB/CmedqaRetrieval metrics: - type: main_score value: 35.927 - type: map_at_1 value: 20.144000000000002 - type: map_at_10 value: 29.94 - type: map_at_100 value: 31.630000000000003 - type: map_at_1000 value: 31.778000000000002 - type: map_at_20 value: 30.798 - type: map_at_3 value: 26.534999999999997 - type: map_at_5 value: 28.33 - type: mrr_at_1 value: 31.23280820205051 - type: mrr_at_10 value: 38.66781179421835 - type: mrr_at_100 value: 39.656936166081785 - type: mrr_at_1000 value: 39.724602893117414 - type: mrr_at_20 value: 39.21272461558451 - type: mrr_at_3 value: 36.30907726931729 - type: mrr_at_5 value: 37.59814953738436 - type: nauc_map_at_1000_diff1 value: 44.5755334437146 - type: nauc_map_at_1000_max value: 40.726916781400746 - type: nauc_map_at_1000_std value: -19.591835061497367 - type: nauc_map_at_100_diff1 value: 44.54542899921038 - type: nauc_map_at_100_max value: 40.68305902532837 - type: nauc_map_at_100_std value: -19.658902089283487 - type: nauc_map_at_10_diff1 value: 44.56110529630953 - type: nauc_map_at_10_max value: 39.89826167846008 - type: nauc_map_at_10_std value: -20.62910633667902 - type: nauc_map_at_1_diff1 value: 50.82120107004449 - type: nauc_map_at_1_max value: 33.208851367861584 - type: nauc_map_at_1_std value: -20.29409730258174 - type: nauc_map_at_20_diff1 value: 44.51171242433788 - type: nauc_map_at_20_max value: 40.30431132782945 - type: nauc_map_at_20_std value: -20.290524142792417 - type: nauc_map_at_3_diff1 value: 45.80394138665133 - type: nauc_map_at_3_max value: 37.766191281426956 - type: nauc_map_at_3_std value: -21.223601997333876 - type: nauc_map_at_5_diff1 value: 45.00457218474283 - type: nauc_map_at_5_max value: 38.901044576388365 - type: nauc_map_at_5_std value: -20.893069613941634 - type: nauc_mrr_at_1000_diff1 value: 50.09855359231429 - type: nauc_mrr_at_1000_max value: 46.481000170008826 - type: nauc_mrr_at_1000_std value: -16.053461377096102 - type: nauc_mrr_at_100_diff1 value: 50.08205026347746 - type: nauc_mrr_at_100_max value: 46.47262126963331 - type: nauc_mrr_at_100_std value: -16.049112778748693 - type: nauc_mrr_at_10_diff1 value: 50.02363239081706 - type: nauc_mrr_at_10_max value: 46.39287859062042 - type: nauc_mrr_at_10_std value: -16.280866744769657 - type: nauc_mrr_at_1_diff1 value: 55.692503735317445 - type: nauc_mrr_at_1_max value: 47.334834529801014 - type: nauc_mrr_at_1_std value: -16.985483585693512 - type: nauc_mrr_at_20_diff1 value: 50.07725225722074 - type: nauc_mrr_at_20_max value: 46.47279295070193 - type: nauc_mrr_at_20_std value: -16.15168364678318 - type: nauc_mrr_at_3_diff1 value: 51.18685337274134 - type: nauc_mrr_at_3_max value: 46.7286365021621 - type: nauc_mrr_at_3_std value: -16.708451287313718 - type: nauc_mrr_at_5_diff1 value: 50.46777237893576 - type: nauc_mrr_at_5_max value: 46.5352076502249 - type: nauc_mrr_at_5_std value: -16.557413659905034 - type: nauc_ndcg_at_1000_diff1 value: 43.974299434438066 - type: nauc_ndcg_at_1000_max value: 43.44628675071857 - type: nauc_ndcg_at_1000_std value: -15.3495102005021 - type: nauc_ndcg_at_100_diff1 value: 43.336365081508504 - type: nauc_ndcg_at_100_max value: 43.11345604460776 - type: nauc_ndcg_at_100_std value: -15.571128070860615 - type: nauc_ndcg_at_10_diff1 value: 43.41266214720136 - type: nauc_ndcg_at_10_max value: 41.519676787851914 - type: nauc_ndcg_at_10_std value: -19.217175017223568 - type: nauc_ndcg_at_1_diff1 value: 55.692503735317445 - type: nauc_ndcg_at_1_max value: 47.334834529801014 - type: nauc_ndcg_at_1_std value: -16.985483585693512 - type: nauc_ndcg_at_20_diff1 value: 43.351653862834496 - type: nauc_ndcg_at_20_max value: 42.11608469750499 - type: nauc_ndcg_at_20_std value: -18.485363540641664 - type: nauc_ndcg_at_3_diff1 value: 45.64193888236677 - type: nauc_ndcg_at_3_max value: 42.497135099009995 - type: nauc_ndcg_at_3_std value: -18.764012041130094 - type: nauc_ndcg_at_5_diff1 value: 44.523392133895186 - type: nauc_ndcg_at_5_max value: 41.564242030096345 - type: nauc_ndcg_at_5_std value: -19.31080790984941 - type: nauc_precision_at_1000_diff1 value: 6.383464615714393 - type: nauc_precision_at_1000_max value: 27.439930931284657 - type: nauc_precision_at_1000_std value: 19.070716188143034 - type: nauc_precision_at_100_diff1 value: 12.599136754501284 - type: nauc_precision_at_100_max value: 35.886310962337795 - type: nauc_precision_at_100_std value: 14.06587592659196 - type: nauc_precision_at_10_diff1 value: 25.388891173150206 - type: nauc_precision_at_10_max value: 46.10269270777384 - type: nauc_precision_at_10_std value: -5.993803607158499 - type: nauc_precision_at_1_diff1 value: 55.692503735317445 - type: nauc_precision_at_1_max value: 47.334834529801014 - type: nauc_precision_at_1_std value: -16.985483585693512 - type: nauc_precision_at_20_diff1 value: 20.984013463099707 - type: nauc_precision_at_20_max value: 42.9471854616888 - type: nauc_precision_at_20_std value: -0.8045549929346024 - type: nauc_precision_at_3_diff1 value: 36.191850547148356 - type: nauc_precision_at_3_max value: 48.09923832376049 - type: nauc_precision_at_3_std value: -13.159407051271321 - type: nauc_precision_at_5_diff1 value: 31.04967966700407 - type: nauc_precision_at_5_max value: 47.62867673349624 - type: nauc_precision_at_5_std value: -10.345790325137353 - type: nauc_recall_at_1000_diff1 value: 11.03436839065707 - type: nauc_recall_at_1000_max value: 42.32265076651575 - type: nauc_recall_at_1000_std value: 30.478521053399206 - type: nauc_recall_at_100_diff1 value: 24.788349084510806 - type: nauc_recall_at_100_max value: 36.72097184821956 - type: nauc_recall_at_100_std value: -0.2241144179522076 - type: nauc_recall_at_10_diff1 value: 31.613053567704885 - type: nauc_recall_at_10_max value: 34.4597322828833 - type: nauc_recall_at_10_std value: -18.00022912690819 - type: nauc_recall_at_1_diff1 value: 50.82120107004449 - type: nauc_recall_at_1_max value: 33.208851367861584 - type: nauc_recall_at_1_std value: -20.29409730258174 - type: nauc_recall_at_20_diff1 value: 30.277002670708384 - type: nauc_recall_at_20_max value: 35.212475675060375 - type: nauc_recall_at_20_std value: -15.822788854733687 - type: nauc_recall_at_3_diff1 value: 38.87844958322257 - type: nauc_recall_at_3_max value: 34.66914910044104 - type: nauc_recall_at_3_std value: -20.234707300209127 - type: nauc_recall_at_5_diff1 value: 35.551139991687776 - type: nauc_recall_at_5_max value: 34.61009958820695 - type: nauc_recall_at_5_std value: -19.519180149293444 - type: ndcg_at_1 value: 31.233 - type: ndcg_at_10 value: 35.927 - type: ndcg_at_100 value: 43.037 - type: ndcg_at_1000 value: 45.900999999999996 - type: ndcg_at_20 value: 38.39 - type: ndcg_at_3 value: 31.366 - type: ndcg_at_5 value: 33.108 - type: precision_at_1 value: 31.233 - type: precision_at_10 value: 8.15 - type: precision_at_100 value: 1.402 - type: precision_at_1000 value: 0.17700000000000002 - type: precision_at_20 value: 4.91 - type: precision_at_3 value: 17.871000000000002 - type: precision_at_5 value: 12.948 - type: recall_at_1 value: 20.144000000000002 - type: recall_at_10 value: 44.985 - type: recall_at_100 value: 74.866 - type: recall_at_1000 value: 94.477 - type: recall_at_20 value: 53.37 - type: recall_at_3 value: 31.141000000000002 - type: recall_at_5 value: 36.721 task: type: Retrieval - dataset: config: default name: MTEB Cmnli (default) revision: None split: validation type: C-MTEB/CMNLI metrics: - type: cos_sim_accuracy value: 71.25676488274203 - type: cos_sim_accuracy_threshold value: 78.11152935028076 - type: cos_sim_ap value: 79.10444825556077 - type: cos_sim_f1 value: 74.10750923266312 - type: cos_sim_f1_threshold value: 75.2312421798706 - type: cos_sim_precision value: 66.02083714129044 - type: cos_sim_recall value: 84.45171849427169 - type: dot_accuracy value: 68.11785929043896 - type: dot_accuracy_threshold value: 34783.23974609375 - type: dot_ap value: 75.80201827987712 - type: dot_f1 value: 72.31670990679349 - type: dot_f1_threshold value: 31978.036499023438 - type: dot_precision value: 61.386623164763456 - type: dot_recall value: 87.98223053542202 - type: euclidean_accuracy value: 71.41310883944678 - type: euclidean_accuracy_threshold value: 1374.9353408813477 - type: euclidean_ap value: 79.23359768836457 - type: euclidean_f1 value: 74.38512297540491 - type: euclidean_f1_threshold value: 1512.6035690307617 - type: euclidean_precision value: 64.97816593886463 - type: euclidean_recall value: 86.97685293429974 - type: manhattan_accuracy value: 71.32892363199038 - type: manhattan_accuracy_threshold value: 33340.49072265625 - type: manhattan_ap value: 79.11973684118587 - type: manhattan_f1 value: 74.29401993355481 - type: manhattan_f1_threshold value: 36012.52746582031 - type: manhattan_precision value: 66.81605975723622 - type: manhattan_recall value: 83.65676876315175 - type: max_accuracy value: 71.41310883944678 - type: max_ap value: 79.23359768836457 - type: max_f1 value: 74.38512297540491 task: type: PairClassification - dataset: config: default name: MTEB CovidRetrieval (default) revision: 1271c7809071a13532e05f25fb53511ffce77117 split: dev type: C-MTEB/CovidRetrieval metrics: - type: main_score value: 78.917 - type: map_at_1 value: 67.281 - type: map_at_10 value: 75.262 - type: map_at_100 value: 75.60900000000001 - type: map_at_1000 value: 75.618 - type: map_at_20 value: 75.50200000000001 - type: map_at_3 value: 73.455 - type: map_at_5 value: 74.657 - type: mrr_at_1 value: 67.43940990516333 - type: mrr_at_10 value: 75.27367989696756 - type: mrr_at_100 value: 75.62029353306437 - type: mrr_at_1000 value: 75.62934741874726 - type: mrr_at_20 value: 75.51356607409173 - type: mrr_at_3 value: 73.5159817351598 - type: mrr_at_5 value: 74.73832103969093 - type: nauc_map_at_1000_diff1 value: 77.26666391867634 - type: nauc_map_at_1000_max value: 49.928541012203496 - type: nauc_map_at_1000_std value: -40.494469470474456 - type: nauc_map_at_100_diff1 value: 77.26087423162396 - type: nauc_map_at_100_max value: 49.944275615664424 - type: nauc_map_at_100_std value: -40.48299992715398 - type: nauc_map_at_10_diff1 value: 76.97400113500906 - type: nauc_map_at_10_max value: 49.84177029115674 - type: nauc_map_at_10_std value: -40.829250876511445 - type: nauc_map_at_1_diff1 value: 81.44050620630395 - type: nauc_map_at_1_max value: 48.97711944070578 - type: nauc_map_at_1_std value: -38.963689457570254 - type: nauc_map_at_20_diff1 value: 77.21791353089375 - type: nauc_map_at_20_max value: 49.958206759079424 - type: nauc_map_at_20_std value: -40.53067571658996 - type: nauc_map_at_3_diff1 value: 77.3555925208868 - type: nauc_map_at_3_max value: 49.32158146451256 - type: nauc_map_at_3_std value: -41.93552426981978 - type: nauc_map_at_5_diff1 value: 77.07099950431504 - type: nauc_map_at_5_max value: 49.54190504495002 - type: nauc_map_at_5_std value: -41.814968130918096 - type: nauc_mrr_at_1000_diff1 value: 77.31388774540477 - type: nauc_mrr_at_1000_max value: 49.96779699175759 - type: nauc_mrr_at_1000_std value: -40.43739645160277 - type: nauc_mrr_at_100_diff1 value: 77.30817786449413 - type: nauc_mrr_at_100_max value: 49.982514428937655 - type: nauc_mrr_at_100_std value: -40.42876582797744 - type: nauc_mrr_at_10_diff1 value: 77.02048060465756 - type: nauc_mrr_at_10_max value: 49.87937207270602 - type: nauc_mrr_at_10_std value: -40.77596560333177 - type: nauc_mrr_at_1_diff1 value: 81.27219599516599 - type: nauc_mrr_at_1_max value: 49.3083394026327 - type: nauc_mrr_at_1_std value: -38.31023037552026 - type: nauc_mrr_at_20_diff1 value: 77.26497089316055 - type: nauc_mrr_at_20_max value: 49.996257597621415 - type: nauc_mrr_at_20_std value: -40.476723608868014 - type: nauc_mrr_at_3_diff1 value: 77.38971294099257 - type: nauc_mrr_at_3_max value: 49.38110328987404 - type: nauc_mrr_at_3_std value: -41.7118646715979 - type: nauc_mrr_at_5_diff1 value: 77.08286142519952 - type: nauc_mrr_at_5_max value: 49.655249374588685 - type: nauc_mrr_at_5_std value: -41.48173039989406 - type: nauc_ndcg_at_1000_diff1 value: 76.47399204021758 - type: nauc_ndcg_at_1000_max value: 50.55770139961048 - type: nauc_ndcg_at_1000_std value: -39.55650430279072 - type: nauc_ndcg_at_100_diff1 value: 76.29355616618253 - type: nauc_ndcg_at_100_max value: 51.003608112592936 - type: nauc_ndcg_at_100_std value: -39.24769744605206 - type: nauc_ndcg_at_10_diff1 value: 74.88697528447634 - type: nauc_ndcg_at_10_max value: 50.398416372815234 - type: nauc_ndcg_at_10_std value: -40.76526585772833 - type: nauc_ndcg_at_1_diff1 value: 81.27219599516599 - type: nauc_ndcg_at_1_max value: 49.3083394026327 - type: nauc_ndcg_at_1_std value: -38.31023037552026 - type: nauc_ndcg_at_20_diff1 value: 75.85463512091866 - type: nauc_ndcg_at_20_max value: 50.97338683654334 - type: nauc_ndcg_at_20_std value: -39.353128774903404 - type: nauc_ndcg_at_3_diff1 value: 75.94015726123543 - type: nauc_ndcg_at_3_max value: 49.22194251063148 - type: nauc_ndcg_at_3_std value: -43.040457030630435 - type: nauc_ndcg_at_5_diff1 value: 75.19166189770303 - type: nauc_ndcg_at_5_max value: 49.65696229797189 - type: nauc_ndcg_at_5_std value: -42.81534909184424 - type: nauc_precision_at_1000_diff1 value: -14.830901395815788 - type: nauc_precision_at_1000_max value: 19.686297136854623 - type: nauc_precision_at_1000_std value: 61.19310360166978 - type: nauc_precision_at_100_diff1 value: 20.55469986751769 - type: nauc_precision_at_100_max value: 50.78431835075583 - type: nauc_precision_at_100_std value: 31.54986568374813 - type: nauc_precision_at_10_diff1 value: 45.991938532558656 - type: nauc_precision_at_10_max value: 46.386318595630385 - type: nauc_precision_at_10_std value: -23.463011435224608 - type: nauc_precision_at_1_diff1 value: 81.27219599516599 - type: nauc_precision_at_1_max value: 49.3083394026327 - type: nauc_precision_at_1_std value: -38.31023037552026 - type: nauc_precision_at_20_diff1 value: 41.53180472410822 - type: nauc_precision_at_20_max value: 49.89800247204318 - type: nauc_precision_at_20_std value: -2.4192847331537095 - type: nauc_precision_at_3_diff1 value: 67.37504651209993 - type: nauc_precision_at_3_max value: 47.893537208629496 - type: nauc_precision_at_3_std value: -43.2362212382819 - type: nauc_precision_at_5_diff1 value: 60.03438883791718 - type: nauc_precision_at_5_max value: 48.29770502354206 - type: nauc_precision_at_5_std value: -40.39588448271546 - type: nauc_recall_at_1000_diff1 value: 71.04741174480844 - type: nauc_recall_at_1000_max value: 93.19056506596002 - type: nauc_recall_at_1000_std value: 62.96994797650912 - type: nauc_recall_at_100_diff1 value: 65.00418176852641 - type: nauc_recall_at_100_max value: 85.27352708427193 - type: nauc_recall_at_100_std value: 2.8812005546518886 - type: nauc_recall_at_10_diff1 value: 61.263254794998865 - type: nauc_recall_at_10_max value: 54.17618329507141 - type: nauc_recall_at_10_std value: -39.80603966142593 - type: nauc_recall_at_1_diff1 value: 81.44050620630395 - type: nauc_recall_at_1_max value: 48.97711944070578 - type: nauc_recall_at_1_std value: -38.963689457570254 - type: nauc_recall_at_20_diff1 value: 64.42106091745396 - type: nauc_recall_at_20_max value: 63.10796640821887 - type: nauc_recall_at_20_std value: -22.60117424572222 - type: nauc_recall_at_3_diff1 value: 70.66311436592945 - type: nauc_recall_at_3_max value: 48.69498944323469 - type: nauc_recall_at_3_std value: -47.37847524874532 - type: nauc_recall_at_5_diff1 value: 66.12701111728848 - type: nauc_recall_at_5_max value: 49.91763957934711 - type: nauc_recall_at_5_std value: -48.173252920584126 - type: ndcg_at_1 value: 67.43900000000001 - type: ndcg_at_10 value: 78.917 - type: ndcg_at_100 value: 80.53399999999999 - type: ndcg_at_1000 value: 80.768 - type: ndcg_at_20 value: 79.813 - type: ndcg_at_3 value: 75.37 - type: ndcg_at_5 value: 77.551 - type: precision_at_1 value: 67.43900000000001 - type: precision_at_10 value: 9.115 - type: precision_at_100 value: 0.985 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 4.737 - type: precision_at_3 value: 27.081 - type: precision_at_5 value: 17.345 - type: recall_at_1 value: 67.281 - type: recall_at_10 value: 90.2 - type: recall_at_100 value: 97.576 - type: recall_at_1000 value: 99.368 - type: recall_at_20 value: 93.783 - type: recall_at_3 value: 80.822 - type: recall_at_5 value: 86.091 task: type: Retrieval - dataset: config: default name: MTEB DBPedia (default) revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659 split: test type: mteb/dbpedia metrics: - type: map_at_1 value: 9.041 - type: map_at_10 value: 18.662 - type: map_at_100 value: 26.054 - type: map_at_1000 value: 27.769 - type: map_at_20 value: 21.499 - type: map_at_3 value: 13.628000000000002 - type: map_at_5 value: 15.617 - type: mrr_at_1 value: 67.25 - type: mrr_at_10 value: 74.673 - type: mrr_at_100 value: 75.022 - type: mrr_at_1000 value: 75.031 - type: mrr_at_20 value: 74.895 - type: mrr_at_3 value: 73.042 - type: mrr_at_5 value: 74.179 - type: ndcg_at_1 value: 55.75 - type: ndcg_at_10 value: 41.004000000000005 - type: ndcg_at_100 value: 44.912 - type: ndcg_at_1000 value: 51.946000000000005 - type: ndcg_at_20 value: 40.195 - type: ndcg_at_3 value: 45.803 - type: ndcg_at_5 value: 42.976 - type: precision_at_1 value: 67.25 - type: precision_at_10 value: 31.874999999999996 - type: precision_at_100 value: 10.37 - type: precision_at_1000 value: 2.1430000000000002 - type: precision_at_20 value: 24.275 - type: precision_at_3 value: 48.417 - type: precision_at_5 value: 40.2 - type: recall_at_1 value: 9.041 - type: recall_at_10 value: 23.592 - type: recall_at_100 value: 49.476 - type: recall_at_1000 value: 71.677 - type: recall_at_20 value: 30.153000000000002 - type: recall_at_3 value: 14.777000000000001 - type: recall_at_5 value: 17.829 - type: main_score value: 41.004000000000005 task: type: Retrieval - dataset: config: default name: MTEB DuRetrieval (default) revision: a1a333e290fe30b10f3f56498e3a0d911a693ced split: dev type: C-MTEB/DuRetrieval metrics: - type: main_score value: 83.134 - type: map_at_1 value: 23.907999999999998 - type: map_at_10 value: 74.566 - type: map_at_100 value: 77.706 - type: map_at_1000 value: 77.762 - type: map_at_20 value: 76.943 - type: map_at_3 value: 50.971999999999994 - type: map_at_5 value: 64.429 - type: mrr_at_1 value: 84.8 - type: mrr_at_10 value: 89.73218253968246 - type: mrr_at_100 value: 89.82853630655774 - type: mrr_at_1000 value: 89.83170411703153 - type: mrr_at_20 value: 89.79582030091501 - type: mrr_at_3 value: 89.32499999999992 - type: mrr_at_5 value: 89.58749999999992 - type: nauc_map_at_1000_diff1 value: -2.2736020650163717 - type: nauc_map_at_1000_max value: 45.3937519555142 - type: nauc_map_at_1000_std value: 10.824778228268581 - type: nauc_map_at_100_diff1 value: -2.2662939752750066 - type: nauc_map_at_100_max value: 45.423960626031366 - type: nauc_map_at_100_std value: 10.804239351738717 - type: nauc_map_at_10_diff1 value: 0.9395752585654343 - type: nauc_map_at_10_max value: 42.53814836940551 - type: nauc_map_at_10_std value: 0.7199313235265218 - type: nauc_map_at_1_diff1 value: 45.19415865267676 - type: nauc_map_at_1_max value: -1.7261947382471912 - type: nauc_map_at_1_std value: -32.16144291613605 - type: nauc_map_at_20_diff1 value: -1.884514152147472 - type: nauc_map_at_20_max value: 44.830401115927174 - type: nauc_map_at_20_std value: 8.118530414377219 - type: nauc_map_at_3_diff1 value: 25.678881127059967 - type: nauc_map_at_3_max value: 12.191400431839758 - type: nauc_map_at_3_std value: -27.201740587642327 - type: nauc_map_at_5_diff1 value: 13.227128780829572 - type: nauc_map_at_5_max value: 26.978282739708977 - type: nauc_map_at_5_std value: -17.555610348070584 - type: nauc_mrr_at_1000_diff1 value: 21.073512437502178 - type: nauc_mrr_at_1000_max value: 64.9680257861005 - type: nauc_mrr_at_1000_std value: 19.626288754404293 - type: nauc_mrr_at_100_diff1 value: 21.074637426957732 - type: nauc_mrr_at_100_max value: 64.97612675661915 - type: nauc_mrr_at_100_std value: 19.649504127800878 - type: nauc_mrr_at_10_diff1 value: 21.12003267626651 - type: nauc_mrr_at_10_max value: 65.24362289059766 - type: nauc_mrr_at_10_std value: 19.92351276180984 - type: nauc_mrr_at_1_diff1 value: 22.711430629147635 - type: nauc_mrr_at_1_max value: 58.4059429497403 - type: nauc_mrr_at_1_std value: 11.967886722567973 - type: nauc_mrr_at_20_diff1 value: 20.98220830510272 - type: nauc_mrr_at_20_max value: 65.05737535197835 - type: nauc_mrr_at_20_std value: 19.66672900782771 - type: nauc_mrr_at_3_diff1 value: 20.924796220048528 - type: nauc_mrr_at_3_max value: 65.71388669932584 - type: nauc_mrr_at_3_std value: 20.05912197134477 - type: nauc_mrr_at_5_diff1 value: 20.61978649468208 - type: nauc_mrr_at_5_max value: 65.50709154526211 - type: nauc_mrr_at_5_std value: 20.241434276181838 - type: nauc_ndcg_at_1000_diff1 value: 0.25363171946133656 - type: nauc_ndcg_at_1000_max value: 54.12840465309885 - type: nauc_ndcg_at_1000_std value: 20.749184325412546 - type: nauc_ndcg_at_100_diff1 value: 0.15649430250272792 - type: nauc_ndcg_at_100_max value: 54.47995322413234 - type: nauc_ndcg_at_100_std value: 21.266786634233267 - type: nauc_ndcg_at_10_diff1 value: 0.14579250840386346 - type: nauc_ndcg_at_10_max value: 49.8643037948353 - type: nauc_ndcg_at_10_std value: 12.960701643914216 - type: nauc_ndcg_at_1_diff1 value: 22.711430629147635 - type: nauc_ndcg_at_1_max value: 58.4059429497403 - type: nauc_ndcg_at_1_std value: 11.967886722567973 - type: nauc_ndcg_at_20_diff1 value: -0.6701559981776763 - type: nauc_ndcg_at_20_max value: 52.95443437012488 - type: nauc_ndcg_at_20_std value: 16.708883972005758 - type: nauc_ndcg_at_3_diff1 value: -0.19084922341962388 - type: nauc_ndcg_at_3_max value: 46.2110230886874 - type: nauc_ndcg_at_3_std value: 13.363250229683038 - type: nauc_ndcg_at_5_diff1 value: 0.9840019268192548 - type: nauc_ndcg_at_5_max value: 43.56594891798146 - type: nauc_ndcg_at_5_std value: 8.577017104088146 - type: nauc_precision_at_1000_diff1 value: -30.779179091501145 - type: nauc_precision_at_1000_max value: 16.056094258615673 - type: nauc_precision_at_1000_std value: 49.96303902363283 - type: nauc_precision_at_100_diff1 value: -31.583236638899585 - type: nauc_precision_at_100_max value: 19.16571713603373 - type: nauc_precision_at_100_std value: 51.870647903980036 - type: nauc_precision_at_10_diff1 value: -35.62134572732597 - type: nauc_precision_at_10_max value: 31.6935186494612 - type: nauc_precision_at_10_std value: 46.68659723766723 - type: nauc_precision_at_1_diff1 value: 22.711430629147635 - type: nauc_precision_at_1_max value: 58.4059429497403 - type: nauc_precision_at_1_std value: 11.967886722567973 - type: nauc_precision_at_20_diff1 value: -33.875460046920495 - type: nauc_precision_at_20_max value: 24.188420133566442 - type: nauc_precision_at_20_std value: 50.02387762958483 - type: nauc_precision_at_3_diff1 value: -28.875998450906827 - type: nauc_precision_at_3_max value: 44.77058831167941 - type: nauc_precision_at_3_std value: 31.77993710437207 - type: nauc_precision_at_5_diff1 value: -34.92525440306491 - type: nauc_precision_at_5_max value: 39.855219917077086 - type: nauc_precision_at_5_std value: 37.95432046169299 - type: nauc_recall_at_1000_diff1 value: -14.293309371874733 - type: nauc_recall_at_1000_max value: 59.06948692482579 - type: nauc_recall_at_1000_std value: 62.586254868312686 - type: nauc_recall_at_100_diff1 value: -4.344100947212704 - type: nauc_recall_at_100_max value: 58.42120421043602 - type: nauc_recall_at_100_std value: 46.48562009316997 - type: nauc_recall_at_10_diff1 value: 0.04948662912161709 - type: nauc_recall_at_10_max value: 42.42809687119093 - type: nauc_recall_at_10_std value: 0.6892504250411409 - type: nauc_recall_at_1_diff1 value: 45.19415865267676 - type: nauc_recall_at_1_max value: -1.7261947382471912 - type: nauc_recall_at_1_std value: -32.16144291613605 - type: nauc_recall_at_20_diff1 value: -7.634587864605111 - type: nauc_recall_at_20_max value: 49.21327187174134 - type: nauc_recall_at_20_std value: 16.408481068336346 - type: nauc_recall_at_3_diff1 value: 24.72546591038644 - type: nauc_recall_at_3_max value: 6.620763400972902 - type: nauc_recall_at_3_std value: -29.994703323331684 - type: nauc_recall_at_5_diff1 value: 12.65527364845842 - type: nauc_recall_at_5_max value: 20.400121385794694 - type: nauc_recall_at_5_std value: -22.34284568447213 - type: ndcg_at_1 value: 84.8 - type: ndcg_at_10 value: 83.134 - type: ndcg_at_100 value: 86.628 - type: ndcg_at_1000 value: 87.151 - type: ndcg_at_20 value: 85.092 - type: ndcg_at_3 value: 81.228 - type: ndcg_at_5 value: 80.2 - type: precision_at_1 value: 84.8 - type: precision_at_10 value: 40.394999999999996 - type: precision_at_100 value: 4.745 - type: precision_at_1000 value: 0.488 - type: precision_at_20 value: 22.245 - type: precision_at_3 value: 73.25 - type: precision_at_5 value: 61.86000000000001 - type: recall_at_1 value: 23.907999999999998 - type: recall_at_10 value: 85.346 - type: recall_at_100 value: 96.515 - type: recall_at_1000 value: 99.156 - type: recall_at_20 value: 91.377 - type: recall_at_3 value: 54.135 - type: recall_at_5 value: 70.488 task: type: Retrieval - dataset: config: default name: MTEB EcomRetrieval (default) revision: 687de13dc7294d6fd9be10c6945f9e8fec8166b9 split: dev type: C-MTEB/EcomRetrieval metrics: - type: main_score value: 60.887 - type: map_at_1 value: 46.6 - type: map_at_10 value: 56.035000000000004 - type: map_at_100 value: 56.741 - type: map_at_1000 value: 56.764 - type: map_at_20 value: 56.513999999999996 - type: map_at_3 value: 53.733 - type: map_at_5 value: 54.913000000000004 - type: mrr_at_1 value: 46.6 - type: mrr_at_10 value: 56.034523809523776 - type: mrr_at_100 value: 56.74056360434383 - type: mrr_at_1000 value: 56.76373487222486 - type: mrr_at_20 value: 56.51374873879128 - type: mrr_at_3 value: 53.73333333333328 - type: mrr_at_5 value: 54.91333333333327 - type: nauc_map_at_1000_diff1 value: 65.13546939953387 - type: nauc_map_at_1000_max value: 43.358890946774494 - type: nauc_map_at_1000_std value: -9.973282105235036 - type: nauc_map_at_100_diff1 value: 65.12449309472493 - type: nauc_map_at_100_max value: 43.377100882923145 - type: nauc_map_at_100_std value: -9.971781228240555 - type: nauc_map_at_10_diff1 value: 64.83020018537475 - type: nauc_map_at_10_max value: 43.25969482323034 - type: nauc_map_at_10_std value: -10.120272176001547 - type: nauc_map_at_1_diff1 value: 69.58727592100516 - type: nauc_map_at_1_max value: 38.236494689522026 - type: nauc_map_at_1_std value: -14.833390831689597 - type: nauc_map_at_20_diff1 value: 65.01159809914586 - type: nauc_map_at_20_max value: 43.33440319829618 - type: nauc_map_at_20_std value: -10.039958228659726 - type: nauc_map_at_3_diff1 value: 65.2396323885909 - type: nauc_map_at_3_max value: 42.26904017378952 - type: nauc_map_at_3_std value: -11.793017036934044 - type: nauc_map_at_5_diff1 value: 64.96397227898036 - type: nauc_map_at_5_max value: 43.231333789145424 - type: nauc_map_at_5_std value: -10.349933732151372 - type: nauc_mrr_at_1000_diff1 value: 65.13546939953387 - type: nauc_mrr_at_1000_max value: 43.358890946774494 - type: nauc_mrr_at_1000_std value: -9.973282105235036 - type: nauc_mrr_at_100_diff1 value: 65.12449309472493 - type: nauc_mrr_at_100_max value: 43.377100882923145 - type: nauc_mrr_at_100_std value: -9.971781228240555 - type: nauc_mrr_at_10_diff1 value: 64.83020018537475 - type: nauc_mrr_at_10_max value: 43.25969482323034 - type: nauc_mrr_at_10_std value: -10.120272176001547 - type: nauc_mrr_at_1_diff1 value: 69.58727592100516 - type: nauc_mrr_at_1_max value: 38.236494689522026 - type: nauc_mrr_at_1_std value: -14.833390831689597 - type: nauc_mrr_at_20_diff1 value: 65.01159809914586 - type: nauc_mrr_at_20_max value: 43.33440319829618 - type: nauc_mrr_at_20_std value: -10.039958228659726 - type: nauc_mrr_at_3_diff1 value: 65.2396323885909 - type: nauc_mrr_at_3_max value: 42.26904017378952 - type: nauc_mrr_at_3_std value: -11.793017036934044 - type: nauc_mrr_at_5_diff1 value: 64.96397227898036 - type: nauc_mrr_at_5_max value: 43.231333789145424 - type: nauc_mrr_at_5_std value: -10.349933732151372 - type: nauc_ndcg_at_1000_diff1 value: 64.26802655199876 - type: nauc_ndcg_at_1000_max value: 45.854310744745185 - type: nauc_ndcg_at_1000_std value: -6.184417305204082 - type: nauc_ndcg_at_100_diff1 value: 63.99268329609827 - type: nauc_ndcg_at_100_max value: 46.31270128748375 - type: nauc_ndcg_at_100_std value: -6.1393433180558965 - type: nauc_ndcg_at_10_diff1 value: 62.6735104141137 - type: nauc_ndcg_at_10_max value: 45.54954799462398 - type: nauc_ndcg_at_10_std value: -7.348851199024871 - type: nauc_ndcg_at_1_diff1 value: 69.58727592100516 - type: nauc_ndcg_at_1_max value: 38.236494689522026 - type: nauc_ndcg_at_1_std value: -14.833390831689597 - type: nauc_ndcg_at_20_diff1 value: 63.25899651677274 - type: nauc_ndcg_at_20_max value: 45.952196968886014 - type: nauc_ndcg_at_20_std value: -6.807607465125713 - type: nauc_ndcg_at_3_diff1 value: 63.65618337476822 - type: nauc_ndcg_at_3_max value: 43.507890965228945 - type: nauc_ndcg_at_3_std value: -10.73845622217601 - type: nauc_ndcg_at_5_diff1 value: 63.079162432921855 - type: nauc_ndcg_at_5_max value: 45.38303443868148 - type: nauc_ndcg_at_5_std value: -8.063657824835534 - type: nauc_precision_at_1000_diff1 value: 63.01459977930557 - type: nauc_precision_at_1000_max value: 92.4253034547151 - type: nauc_precision_at_1000_std value: 84.4845513963158 - type: nauc_precision_at_100_diff1 value: 57.17217119405878 - type: nauc_precision_at_100_max value: 80.70049725316484 - type: nauc_precision_at_100_std value: 41.78392287147403 - type: nauc_precision_at_10_diff1 value: 53.115665404390725 - type: nauc_precision_at_10_max value: 55.73825657341263 - type: nauc_precision_at_10_std value: 5.406226305013257 - type: nauc_precision_at_1_diff1 value: 69.58727592100516 - type: nauc_precision_at_1_max value: 38.236494689522026 - type: nauc_precision_at_1_std value: -14.833390831689597 - type: nauc_precision_at_20_diff1 value: 53.77730697622828 - type: nauc_precision_at_20_max value: 61.88170819253054 - type: nauc_precision_at_20_std value: 13.678730470003856 - type: nauc_precision_at_3_diff1 value: 58.580196992291455 - type: nauc_precision_at_3_max value: 47.404834585376626 - type: nauc_precision_at_3_std value: -7.374978769024051 - type: nauc_precision_at_5_diff1 value: 56.44564652606437 - type: nauc_precision_at_5_max value: 53.08973975162324 - type: nauc_precision_at_5_std value: 0.22762700141423803 - type: nauc_recall_at_1000_diff1 value: 63.01459977930565 - type: nauc_recall_at_1000_max value: 92.42530345471532 - type: nauc_recall_at_1000_std value: 84.48455139631602 - type: nauc_recall_at_100_diff1 value: 57.17217119405904 - type: nauc_recall_at_100_max value: 80.70049725316468 - type: nauc_recall_at_100_std value: 41.783922871474275 - type: nauc_recall_at_10_diff1 value: 53.11566540439087 - type: nauc_recall_at_10_max value: 55.738256573412656 - type: nauc_recall_at_10_std value: 5.406226305013377 - type: nauc_recall_at_1_diff1 value: 69.58727592100516 - type: nauc_recall_at_1_max value: 38.236494689522026 - type: nauc_recall_at_1_std value: -14.833390831689597 - type: nauc_recall_at_20_diff1 value: 53.77730697622846 - type: nauc_recall_at_20_max value: 61.881708192530525 - type: nauc_recall_at_20_std value: 13.678730470003947 - type: nauc_recall_at_3_diff1 value: 58.5801969922914 - type: nauc_recall_at_3_max value: 47.40483458537654 - type: nauc_recall_at_3_std value: -7.37497876902413 - type: nauc_recall_at_5_diff1 value: 56.445646526064394 - type: nauc_recall_at_5_max value: 53.08973975162332 - type: nauc_recall_at_5_std value: 0.22762700141428024 - type: ndcg_at_1 value: 46.6 - type: ndcg_at_10 value: 60.887 - type: ndcg_at_100 value: 64.18199999999999 - type: ndcg_at_1000 value: 64.726 - type: ndcg_at_20 value: 62.614999999999995 - type: ndcg_at_3 value: 56.038 - type: ndcg_at_5 value: 58.150999999999996 - type: precision_at_1 value: 46.6 - type: precision_at_10 value: 7.630000000000001 - type: precision_at_100 value: 0.914 - type: precision_at_1000 value: 0.096 - type: precision_at_20 value: 4.154999999999999 - type: precision_at_3 value: 20.9 - type: precision_at_5 value: 13.56 - type: recall_at_1 value: 46.6 - type: recall_at_10 value: 76.3 - type: recall_at_100 value: 91.4 - type: recall_at_1000 value: 95.6 - type: recall_at_20 value: 83.1 - type: recall_at_3 value: 62.7 - type: recall_at_5 value: 67.80000000000001 task: type: Retrieval - dataset: config: default name: MTEB EmotionClassification (default) revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37 split: test type: mteb/emotion metrics: - type: accuracy value: 73.29999999999998 - type: f1 value: 67.71473706580302 - type: f1_weighted value: 74.83537255312045 - type: main_score value: 73.29999999999998 task: type: Classification - dataset: config: default name: MTEB FEVER (default) revision: bea83ef9e8fb933d90a2f1d5515737465d613e12 split: test type: mteb/fever metrics: - type: map_at_1 value: 78.371 - type: map_at_10 value: 85.762 - type: map_at_100 value: 85.954 - type: map_at_1000 value: 85.966 - type: map_at_20 value: 85.887 - type: map_at_3 value: 84.854 - type: map_at_5 value: 85.408 - type: mrr_at_1 value: 84.443 - type: mrr_at_10 value: 90.432 - type: mrr_at_100 value: 90.483 - type: mrr_at_1000 value: 90.484 - type: mrr_at_20 value: 90.473 - type: mrr_at_3 value: 89.89399999999999 - type: mrr_at_5 value: 90.244 - type: ndcg_at_1 value: 84.443 - type: ndcg_at_10 value: 89.05499999999999 - type: ndcg_at_100 value: 89.68 - type: ndcg_at_1000 value: 89.87899999999999 - type: ndcg_at_20 value: 89.381 - type: ndcg_at_3 value: 87.73100000000001 - type: ndcg_at_5 value: 88.425 - type: precision_at_1 value: 84.443 - type: precision_at_10 value: 10.520999999999999 - type: precision_at_100 value: 1.103 - type: precision_at_1000 value: 0.11399999999999999 - type: precision_at_20 value: 5.362 - type: precision_at_3 value: 33.198 - type: precision_at_5 value: 20.441000000000003 - type: recall_at_1 value: 78.371 - type: recall_at_10 value: 94.594 - type: recall_at_100 value: 96.97099999999999 - type: recall_at_1000 value: 98.18 - type: recall_at_20 value: 95.707 - type: recall_at_3 value: 90.853 - type: recall_at_5 value: 92.74799999999999 - type: main_score value: 89.05499999999999 task: type: Retrieval - dataset: config: default name: MTEB FiQA2018 (default) revision: 27a168819829fe9bcd655c2df245fb19452e8e06 split: test type: mteb/fiqa metrics: - type: map_at_1 value: 23.810000000000002 - type: map_at_10 value: 39.051 - type: map_at_100 value: 41.231 - type: map_at_1000 value: 41.376000000000005 - type: map_at_20 value: 40.227000000000004 - type: map_at_3 value: 33.915 - type: map_at_5 value: 36.459 - type: mrr_at_1 value: 48.148 - type: mrr_at_10 value: 55.765 - type: mrr_at_100 value: 56.495 - type: mrr_at_1000 value: 56.525999999999996 - type: mrr_at_20 value: 56.213 - type: mrr_at_3 value: 53.086 - type: mrr_at_5 value: 54.513999999999996 - type: ndcg_at_1 value: 48.148 - type: ndcg_at_10 value: 47.349999999999994 - type: ndcg_at_100 value: 54.61899999999999 - type: ndcg_at_1000 value: 56.830000000000005 - type: ndcg_at_20 value: 50.143 - type: ndcg_at_3 value: 43.108000000000004 - type: ndcg_at_5 value: 44.023 - type: precision_at_1 value: 48.148 - type: precision_at_10 value: 13.441 - type: precision_at_100 value: 2.085 - type: precision_at_1000 value: 0.248 - type: precision_at_20 value: 7.870000000000001 - type: precision_at_3 value: 28.909000000000002 - type: precision_at_5 value: 20.957 - type: recall_at_1 value: 23.810000000000002 - type: recall_at_10 value: 54.303000000000004 - type: recall_at_100 value: 81.363 - type: recall_at_1000 value: 94.391 - type: recall_at_20 value: 63.056999999999995 - type: recall_at_3 value: 38.098 - type: recall_at_5 value: 44.414 - type: main_score value: 47.349999999999994 task: type: Retrieval - dataset: config: default name: MTEB GeoreviewClassification (default) revision: 3765c0d1de6b7d264bc459433c45e5a75513839c split: test type: ai-forever/georeview-classification metrics: - type: accuracy value: 48.0126953125 - type: f1 value: 47.65764016160488 - type: f1_weighted value: 47.65701659482088 - type: main_score value: 48.0126953125 task: type: Classification - dataset: config: default name: MTEB GeoreviewClusteringP2P (default) revision: 97a313c8fc85b47f13f33e7e9a95c1ad888c7fec split: test type: ai-forever/georeview-clustering-p2p metrics: - type: main_score value: 73.62357853672266 - type: v_measure value: 73.62357853672266 - type: v_measure_std value: 0.5942247545535766 task: type: Clustering - dataset: config: default name: MTEB GerDaLIR (default) revision: 0bb47f1d73827e96964edb84dfe552f62f4fd5eb split: test type: jinaai/ger_da_lir metrics: - type: main_score value: 16.227 - type: map_at_1 value: 8.082 - type: map_at_10 value: 12.959999999999999 - type: map_at_100 value: 13.923 - type: map_at_1000 value: 14.030999999999999 - type: map_at_20 value: 13.453000000000001 - type: map_at_3 value: 11.018 - type: map_at_5 value: 12.056000000000001 - type: mrr_at_1 value: 8.993332249146203 - type: mrr_at_10 value: 13.994013092850247 - type: mrr_at_100 value: 14.913737673149308 - type: mrr_at_1000 value: 15.00843809934407 - type: mrr_at_20 value: 14.470268462334007 - type: mrr_at_3 value: 12.000596302921846 - type: mrr_at_5 value: 13.070689000921561 - type: nauc_map_at_1000_diff1 value: 28.559639584013286 - type: nauc_map_at_1000_max value: 25.533800126086714 - type: nauc_map_at_1000_std value: 9.826551026628666 - type: nauc_map_at_100_diff1 value: 28.544724499331696 - type: nauc_map_at_100_max value: 25.46734324526386 - type: nauc_map_at_100_std value: 9.739314481785591 - type: nauc_map_at_10_diff1 value: 28.77447517718118 - type: nauc_map_at_10_max value: 24.7431615237795 - type: nauc_map_at_10_std value: 8.349878188033646 - type: nauc_map_at_1_diff1 value: 37.405452629895514 - type: nauc_map_at_1_max value: 24.444208978394023 - type: nauc_map_at_1_std value: 4.043820373810528 - type: nauc_map_at_20_diff1 value: 28.69764217789062 - type: nauc_map_at_20_max value: 25.111848355996496 - type: nauc_map_at_20_std value: 9.034829905305918 - type: nauc_map_at_3_diff1 value: 30.89053285076882 - type: nauc_map_at_3_max value: 24.862886115911152 - type: nauc_map_at_3_std value: 6.654260832396586 - type: nauc_map_at_5_diff1 value: 29.230629676604263 - type: nauc_map_at_5_max value: 24.374302288018583 - type: nauc_map_at_5_std value: 7.341846952319046 - type: nauc_mrr_at_1000_diff1 value: 28.086147932781426 - type: nauc_mrr_at_1000_max value: 25.98698528264653 - type: nauc_mrr_at_1000_std value: 9.917554348624545 - type: nauc_mrr_at_100_diff1 value: 28.069163279791336 - type: nauc_mrr_at_100_max value: 25.949440010886804 - type: nauc_mrr_at_100_std value: 9.874340979732578 - type: nauc_mrr_at_10_diff1 value: 28.239920869530046 - type: nauc_mrr_at_10_max value: 25.351271409498576 - type: nauc_mrr_at_10_std value: 8.669862759875162 - type: nauc_mrr_at_1_diff1 value: 35.96543040207856 - type: nauc_mrr_at_1_max value: 25.488936487231967 - type: nauc_mrr_at_1_std value: 4.76439131038345 - type: nauc_mrr_at_20_diff1 value: 28.18865871284607 - type: nauc_mrr_at_20_max value: 25.67121763344746 - type: nauc_mrr_at_20_std value: 9.297910707519472 - type: nauc_mrr_at_3_diff1 value: 30.166714199740717 - type: nauc_mrr_at_3_max value: 25.541792491964877 - type: nauc_mrr_at_3_std value: 7.083090296398472 - type: nauc_mrr_at_5_diff1 value: 28.68475284656478 - type: nauc_mrr_at_5_max value: 24.994071363482835 - type: nauc_mrr_at_5_std value: 7.687507254902365 - type: nauc_ndcg_at_1000_diff1 value: 25.292792613586467 - type: nauc_ndcg_at_1000_max value: 29.211905289377178 - type: nauc_ndcg_at_1000_std value: 18.088867467320355 - type: nauc_ndcg_at_100_diff1 value: 25.026905011089152 - type: nauc_ndcg_at_100_max value: 27.98822281254431 - type: nauc_ndcg_at_100_std value: 16.69456904301902 - type: nauc_ndcg_at_10_diff1 value: 25.972279051109503 - type: nauc_ndcg_at_10_max value: 24.86486482734957 - type: nauc_ndcg_at_10_std value: 10.398605822106353 - type: nauc_ndcg_at_1_diff1 value: 36.134710485184826 - type: nauc_ndcg_at_1_max value: 25.384572790326025 - type: nauc_ndcg_at_1_std value: 4.591863033771824 - type: nauc_ndcg_at_20_diff1 value: 25.850033660205536 - type: nauc_ndcg_at_20_max value: 25.944243193140515 - type: nauc_ndcg_at_20_std value: 12.392409721204892 - type: nauc_ndcg_at_3_diff1 value: 29.1966056380018 - type: nauc_ndcg_at_3_max value: 24.978843156259913 - type: nauc_ndcg_at_3_std value: 7.353914459205087 - type: nauc_ndcg_at_5_diff1 value: 26.795315295756282 - type: nauc_ndcg_at_5_max value: 24.1196789150412 - type: nauc_ndcg_at_5_std value: 8.311970988265172 - type: nauc_precision_at_1000_diff1 value: 9.128270550217984 - type: nauc_precision_at_1000_max value: 35.79286915973607 - type: nauc_precision_at_1000_std value: 39.15669472887154 - type: nauc_precision_at_100_diff1 value: 14.770289799034384 - type: nauc_precision_at_100_max value: 34.58262232264337 - type: nauc_precision_at_100_std value: 34.101148102981384 - type: nauc_precision_at_10_diff1 value: 19.899104673118178 - type: nauc_precision_at_10_max value: 26.636940338985625 - type: nauc_precision_at_10_std value: 15.73871357255849 - type: nauc_precision_at_1_diff1 value: 36.134710485184826 - type: nauc_precision_at_1_max value: 25.384572790326025 - type: nauc_precision_at_1_std value: 4.591863033771824 - type: nauc_precision_at_20_diff1 value: 19.423457975148942 - type: nauc_precision_at_20_max value: 29.58123490878582 - type: nauc_precision_at_20_std value: 20.847850110821618 - type: nauc_precision_at_3_diff1 value: 24.986416623492918 - type: nauc_precision_at_3_max value: 25.973548400472975 - type: nauc_precision_at_3_std value: 9.486410455972823 - type: nauc_precision_at_5_diff1 value: 21.237741424923332 - type: nauc_precision_at_5_max value: 24.647141028200164 - type: nauc_precision_at_5_std value: 11.102785032334147 - type: nauc_recall_at_1000_diff1 value: 15.999714888817829 - type: nauc_recall_at_1000_max value: 44.34701908906545 - type: nauc_recall_at_1000_std value: 51.13471291594717 - type: nauc_recall_at_100_diff1 value: 17.401714890483706 - type: nauc_recall_at_100_max value: 33.39042631654808 - type: nauc_recall_at_100_std value: 33.944446168451584 - type: nauc_recall_at_10_diff1 value: 20.30036232399894 - type: nauc_recall_at_10_max value: 24.006718284396786 - type: nauc_recall_at_10_std value: 14.049375108518669 - type: nauc_recall_at_1_diff1 value: 37.405452629895514 - type: nauc_recall_at_1_max value: 24.444208978394023 - type: nauc_recall_at_1_std value: 4.043820373810528 - type: nauc_recall_at_20_diff1 value: 20.23582802609045 - type: nauc_recall_at_20_max value: 26.408063410785243 - type: nauc_recall_at_20_std value: 18.617479515468112 - type: nauc_recall_at_3_diff1 value: 25.53221830103098 - type: nauc_recall_at_3_max value: 24.283712329152678 - type: nauc_recall_at_3_std value: 8.428947805841867 - type: nauc_recall_at_5_diff1 value: 21.741499601020823 - type: nauc_recall_at_5_max value: 22.754924586295296 - type: nauc_recall_at_5_std value: 9.966736688169814 - type: ndcg_at_1 value: 8.977 - type: ndcg_at_10 value: 16.227 - type: ndcg_at_100 value: 21.417 - type: ndcg_at_1000 value: 24.451 - type: ndcg_at_20 value: 17.982 - type: ndcg_at_3 value: 12.206999999999999 - type: ndcg_at_5 value: 14.059 - type: precision_at_1 value: 8.977 - type: precision_at_10 value: 2.933 - type: precision_at_100 value: 0.59 - type: precision_at_1000 value: 0.087 - type: precision_at_20 value: 1.8599999999999999 - type: precision_at_3 value: 5.550999999999999 - type: precision_at_5 value: 4.340999999999999 - type: recall_at_1 value: 8.082 - type: recall_at_10 value: 25.52 - type: recall_at_100 value: 50.32 - type: recall_at_1000 value: 74.021 - type: recall_at_20 value: 32.229 - type: recall_at_3 value: 14.66 - type: recall_at_5 value: 19.062 task: type: Retrieval - dataset: config: default name: MTEB GermanDPR (default) revision: 5129d02422a66be600ac89cd3e8531b4f97d347d split: test type: deepset/germandpr metrics: - type: main_score value: 82.422 - type: map_at_1 value: 64.39 - type: map_at_10 value: 77.273 - type: map_at_100 value: 77.375 - type: map_at_1000 value: 77.376 - type: map_at_20 value: 77.351 - type: map_at_3 value: 75.46300000000001 - type: map_at_5 value: 76.878 - type: mrr_at_1 value: 64.19512195121952 - type: mrr_at_10 value: 77.15842044134736 - type: mrr_at_100 value: 77.2604854308704 - type: mrr_at_1000 value: 77.26087882190109 - type: mrr_at_20 value: 77.23572154560611 - type: mrr_at_3 value: 75.34959349593504 - type: mrr_at_5 value: 76.76422764227652 - type: nauc_map_at_1000_diff1 value: 49.73135253389972 - type: nauc_map_at_1000_max value: 8.665570717396145 - type: nauc_map_at_1000_std value: -25.920927572114522 - type: nauc_map_at_100_diff1 value: 49.729170775336605 - type: nauc_map_at_100_max value: 8.66717979705074 - type: nauc_map_at_100_std value: -25.918338868918596 - type: nauc_map_at_10_diff1 value: 49.708681691445925 - type: nauc_map_at_10_max value: 8.830640635692113 - type: nauc_map_at_10_std value: -25.843238986304858 - type: nauc_map_at_1_diff1 value: 51.750022350988914 - type: nauc_map_at_1_max value: 3.599863010364626 - type: nauc_map_at_1_std value: -27.670122127567314 - type: nauc_map_at_20_diff1 value: 49.72609185887161 - type: nauc_map_at_20_max value: 8.766556053409218 - type: nauc_map_at_20_std value: -25.85975887517904 - type: nauc_map_at_3_diff1 value: 49.328512536255595 - type: nauc_map_at_3_max value: 9.475682028996795 - type: nauc_map_at_3_std value: -26.277349632171017 - type: nauc_map_at_5_diff1 value: 49.42801822186142 - type: nauc_map_at_5_max value: 8.788822474357252 - type: nauc_map_at_5_std value: -25.959260882028573 - type: nauc_mrr_at_1000_diff1 value: 50.13038598302397 - type: nauc_mrr_at_1000_max value: 8.734338637484832 - type: nauc_mrr_at_1000_std value: -26.653343549855908 - type: nauc_mrr_at_100_diff1 value: 50.12820392111392 - type: nauc_mrr_at_100_max value: 8.735940503917966 - type: nauc_mrr_at_100_std value: -26.65074918231251 - type: nauc_mrr_at_10_diff1 value: 50.10567888458267 - type: nauc_mrr_at_10_max value: 8.898451291748575 - type: nauc_mrr_at_10_std value: -26.572046921975655 - type: nauc_mrr_at_1_diff1 value: 52.22769994409465 - type: nauc_mrr_at_1_max value: 3.6490820146062015 - type: nauc_mrr_at_1_std value: -28.535100562320498 - type: nauc_mrr_at_20_diff1 value: 50.12462222100699 - type: nauc_mrr_at_20_max value: 8.83487018268756 - type: nauc_mrr_at_20_std value: -26.591437036958332 - type: nauc_mrr_at_3_diff1 value: 49.6987353700016 - type: nauc_mrr_at_3_max value: 9.531003760756258 - type: nauc_mrr_at_3_std value: -26.949799063124818 - type: nauc_mrr_at_5_diff1 value: 49.823881656376585 - type: nauc_mrr_at_5_max value: 8.850404667985085 - type: nauc_mrr_at_5_std value: -26.680008966088582 - type: nauc_ndcg_at_1000_diff1 value: 49.41721203361181 - type: nauc_ndcg_at_1000_max value: 9.41093067609825 - type: nauc_ndcg_at_1000_std value: -25.499543637737567 - type: nauc_ndcg_at_100_diff1 value: 49.32810419509252 - type: nauc_ndcg_at_100_max value: 9.476216458766897 - type: nauc_ndcg_at_100_std value: -25.393856250990414 - type: nauc_ndcg_at_10_diff1 value: 49.181984436623694 - type: nauc_ndcg_at_10_max value: 10.65234732763274 - type: nauc_ndcg_at_10_std value: -24.737669349012297 - type: nauc_ndcg_at_1_diff1 value: 51.750022350988914 - type: nauc_ndcg_at_1_max value: 3.599863010364626 - type: nauc_ndcg_at_1_std value: -27.670122127567314 - type: nauc_ndcg_at_20_diff1 value: 49.275394594995056 - type: nauc_ndcg_at_20_max value: 10.402059796651923 - type: nauc_ndcg_at_20_std value: -24.82329915806705 - type: nauc_ndcg_at_3_diff1 value: 48.22614352152889 - type: nauc_ndcg_at_3_max value: 11.67464280791404 - type: nauc_ndcg_at_3_std value: -25.867824868234095 - type: nauc_ndcg_at_5_diff1 value: 48.35583502987241 - type: nauc_ndcg_at_5_max value: 10.494278750448451 - type: nauc_ndcg_at_5_std value: -25.11599634172764 - type: nauc_precision_at_1000_diff1 value: .nan - type: nauc_precision_at_1000_max value: .nan - type: nauc_precision_at_1000_std value: .nan - type: nauc_precision_at_100_diff1 value: -56.39478136433852 - type: nauc_precision_at_100_max value: 86.93518577529493 - type: nauc_precision_at_100_std value: 100.0 - type: nauc_precision_at_10_diff1 value: 38.662829729133094 - type: nauc_precision_at_10_max value: 56.38018435740605 - type: nauc_precision_at_10_std value: 6.288091897081105 - type: nauc_precision_at_1_diff1 value: 51.750022350988914 - type: nauc_precision_at_1_max value: 3.599863010364626 - type: nauc_precision_at_1_std value: -27.670122127567314 - type: nauc_precision_at_20_diff1 value: 34.739153182429085 - type: nauc_precision_at_20_max value: 84.86908403000989 - type: nauc_precision_at_20_std value: 29.156199421219455 - type: nauc_precision_at_3_diff1 value: 42.09287362529135 - type: nauc_precision_at_3_max value: 23.629152759287074 - type: nauc_precision_at_3_std value: -23.721376911302492 - type: nauc_precision_at_5_diff1 value: 36.03866171924644 - type: nauc_precision_at_5_max value: 29.166173558775327 - type: nauc_precision_at_5_std value: -15.096374563068448 - type: nauc_recall_at_1000_diff1 value: .nan - type: nauc_recall_at_1000_max value: .nan - type: nauc_recall_at_1000_std value: .nan - type: nauc_recall_at_100_diff1 value: -56.39478136433541 - type: nauc_recall_at_100_max value: 86.93518577528111 - type: nauc_recall_at_100_std value: 100.0 - type: nauc_recall_at_10_diff1 value: 38.66282972913384 - type: nauc_recall_at_10_max value: 56.3801843574071 - type: nauc_recall_at_10_std value: 6.288091897082639 - type: nauc_recall_at_1_diff1 value: 51.750022350988914 - type: nauc_recall_at_1_max value: 3.599863010364626 - type: nauc_recall_at_1_std value: -27.670122127567314 - type: nauc_recall_at_20_diff1 value: 34.7391531824321 - type: nauc_recall_at_20_max value: 84.86908403001016 - type: nauc_recall_at_20_std value: 29.156199421220748 - type: nauc_recall_at_3_diff1 value: 42.09287362529107 - type: nauc_recall_at_3_max value: 23.629152759286946 - type: nauc_recall_at_3_std value: -23.72137691130291 - type: nauc_recall_at_5_diff1 value: 36.0386617192469 - type: nauc_recall_at_5_max value: 29.1661735587759 - type: nauc_recall_at_5_std value: -15.09637456306774 - type: ndcg_at_1 value: 64.39 - type: ndcg_at_10 value: 82.422 - type: ndcg_at_100 value: 82.86099999999999 - type: ndcg_at_1000 value: 82.87299999999999 - type: ndcg_at_20 value: 82.67999999999999 - type: ndcg_at_3 value: 78.967 - type: ndcg_at_5 value: 81.50699999999999 - type: precision_at_1 value: 64.39 - type: precision_at_10 value: 9.795 - type: precision_at_100 value: 0.9990000000000001 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 4.946 - type: precision_at_3 value: 29.691000000000003 - type: precision_at_5 value: 19.044 - type: recall_at_1 value: 64.39 - type: recall_at_10 value: 97.951 - type: recall_at_100 value: 99.902 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 98.92699999999999 - type: recall_at_3 value: 89.07300000000001 - type: recall_at_5 value: 95.22 task: type: Retrieval - dataset: config: default name: MTEB GermanQuAD-Retrieval (default) revision: f5c87ae5a2e7a5106606314eef45255f03151bb3 split: test type: mteb/germanquad-retrieval metrics: - type: main_score value: 94.15532365396247 - type: map_at_1 value: 90.789 - type: map_at_10 value: 94.24 - type: map_at_100 value: 94.283 - type: map_at_1000 value: 94.284 - type: map_at_20 value: 94.272 - type: map_at_3 value: 93.913 - type: map_at_5 value: 94.155 - type: mrr_at_1 value: 90.78947368421053 - type: mrr_at_10 value: 94.23987411056376 - type: mrr_at_100 value: 94.28320936825 - type: mrr_at_1000 value: 94.28350209115848 - type: mrr_at_20 value: 94.271919092559 - type: mrr_at_3 value: 93.91258318209313 - type: mrr_at_5 value: 94.15532365396247 - type: nauc_map_at_1000_diff1 value: 89.29089310650436 - type: nauc_map_at_1000_max value: 73.83868784032414 - type: nauc_map_at_1000_std value: -11.635778561889989 - type: nauc_map_at_100_diff1 value: 89.29077225707755 - type: nauc_map_at_100_max value: 73.84002740580378 - type: nauc_map_at_100_std value: -11.644096256165092 - type: nauc_map_at_10_diff1 value: 89.29117612292366 - type: nauc_map_at_10_max value: 73.97487984981221 - type: nauc_map_at_10_std value: -11.35191794373827 - type: nauc_map_at_1_diff1 value: 89.35436544117584 - type: nauc_map_at_1_max value: 70.35936815057701 - type: nauc_map_at_1_std value: -13.598996360976903 - type: nauc_map_at_20_diff1 value: 89.2530394052653 - type: nauc_map_at_20_max value: 73.83537529419839 - type: nauc_map_at_20_std value: -11.628272822028478 - type: nauc_map_at_3_diff1 value: 89.375111893546 - type: nauc_map_at_3_max value: 74.78900366026112 - type: nauc_map_at_3_std value: -12.720905253503274 - type: nauc_map_at_5_diff1 value: 89.35358300820893 - type: nauc_map_at_5_max value: 74.31996219723239 - type: nauc_map_at_5_std value: -10.768642638210867 - type: nauc_mrr_at_1000_diff1 value: 89.29089310650436 - type: nauc_mrr_at_1000_max value: 73.83868784032414 - type: nauc_mrr_at_1000_std value: -11.635778561889989 - type: nauc_mrr_at_100_diff1 value: 89.29077225707755 - type: nauc_mrr_at_100_max value: 73.84002740580378 - type: nauc_mrr_at_100_std value: -11.644096256165092 - type: nauc_mrr_at_10_diff1 value: 89.29117612292366 - type: nauc_mrr_at_10_max value: 73.97487984981221 - type: nauc_mrr_at_10_std value: -11.35191794373827 - type: nauc_mrr_at_1_diff1 value: 89.35436544117584 - type: nauc_mrr_at_1_max value: 70.35936815057701 - type: nauc_mrr_at_1_std value: -13.598996360976903 - type: nauc_mrr_at_20_diff1 value: 89.2530394052653 - type: nauc_mrr_at_20_max value: 73.83537529419839 - type: nauc_mrr_at_20_std value: -11.628272822028478 - type: nauc_mrr_at_3_diff1 value: 89.375111893546 - type: nauc_mrr_at_3_max value: 74.78900366026112 - type: nauc_mrr_at_3_std value: -12.720905253503274 - type: nauc_mrr_at_5_diff1 value: 89.35358300820893 - type: nauc_mrr_at_5_max value: 74.31996219723239 - type: nauc_mrr_at_5_std value: -10.768642638210867 - type: nauc_ndcg_at_1000_diff1 value: 89.27620775856863 - type: nauc_ndcg_at_1000_max value: 74.2985757362615 - type: nauc_ndcg_at_1000_std value: -11.236142819703023 - type: nauc_ndcg_at_100_diff1 value: 89.27284787540731 - type: nauc_ndcg_at_100_max value: 74.33539303365968 - type: nauc_ndcg_at_100_std value: -11.469413615851936 - type: nauc_ndcg_at_10_diff1 value: 89.21496710661724 - type: nauc_ndcg_at_10_max value: 75.02035398490516 - type: nauc_ndcg_at_10_std value: -9.903255803665814 - type: nauc_ndcg_at_1_diff1 value: 89.35436544117584 - type: nauc_ndcg_at_1_max value: 70.35936815057701 - type: nauc_ndcg_at_1_std value: -13.598996360976903 - type: nauc_ndcg_at_20_diff1 value: 89.03561289544179 - type: nauc_ndcg_at_20_max value: 74.4006766600049 - type: nauc_ndcg_at_20_std value: -11.129237862587743 - type: nauc_ndcg_at_3_diff1 value: 89.46540193201693 - type: nauc_ndcg_at_3_max value: 76.87093548368378 - type: nauc_ndcg_at_3_std value: -12.484902872086767 - type: nauc_ndcg_at_5_diff1 value: 89.39924941584766 - type: nauc_ndcg_at_5_max value: 75.96975269092722 - type: nauc_ndcg_at_5_std value: -8.180295581144833 - type: nauc_precision_at_1000_diff1 value: 100.0 - type: nauc_precision_at_1000_max value: 100.0 - type: nauc_precision_at_1000_std value: 100.0 - type: nauc_precision_at_100_diff1 value: 86.93074003795302 - type: nauc_precision_at_100_max value: 100.0 - type: nauc_precision_at_100_std value: -174.07785375176616 - type: nauc_precision_at_10_diff1 value: 87.43064119412082 - type: nauc_precision_at_10_max value: 90.60785783417448 - type: nauc_precision_at_10_std value: 15.378710059645906 - type: nauc_precision_at_1_diff1 value: 89.35436544117584 - type: nauc_precision_at_1_max value: 70.35936815057701 - type: nauc_precision_at_1_std value: -13.598996360976903 - type: nauc_precision_at_20_diff1 value: 78.78206037685919 - type: nauc_precision_at_20_max value: 82.52264166455923 - type: nauc_precision_at_20_std value: -5.95806599216658 - type: nauc_precision_at_3_diff1 value: 90.12709256456401 - type: nauc_precision_at_3_max value: 90.72678805838154 - type: nauc_precision_at_3_std value: -11.047599315631993 - type: nauc_precision_at_5_diff1 value: 89.9066873566561 - type: nauc_precision_at_5_max value: 93.51571626543664 - type: nauc_precision_at_5_std value: 22.632403279126162 - type: nauc_recall_at_1000_diff1 value: .nan - type: nauc_recall_at_1000_max value: .nan - type: nauc_recall_at_1000_std value: .nan - type: nauc_recall_at_100_diff1 value: 86.93074003793416 - type: nauc_recall_at_100_max value: 100.0 - type: nauc_recall_at_100_std value: -174.07785375175723 - type: nauc_recall_at_10_diff1 value: 87.43064119411991 - type: nauc_recall_at_10_max value: 90.60785783417579 - type: nauc_recall_at_10_std value: 15.378710059643607 - type: nauc_recall_at_1_diff1 value: 89.35436544117584 - type: nauc_recall_at_1_max value: 70.35936815057701 - type: nauc_recall_at_1_std value: -13.598996360976903 - type: nauc_recall_at_20_diff1 value: 78.78206037685645 - type: nauc_recall_at_20_max value: 82.52264166455791 - type: nauc_recall_at_20_std value: -5.958065992168697 - type: nauc_recall_at_3_diff1 value: 90.12709256456463 - type: nauc_recall_at_3_max value: 90.7267880583832 - type: nauc_recall_at_3_std value: -11.047599315631881 - type: nauc_recall_at_5_diff1 value: 89.90668735665676 - type: nauc_recall_at_5_max value: 93.51571626543753 - type: nauc_recall_at_5_std value: 22.632403279126112 - type: ndcg_at_1 value: 90.789 - type: ndcg_at_10 value: 95.46 - type: ndcg_at_100 value: 95.652 - type: ndcg_at_1000 value: 95.659 - type: ndcg_at_20 value: 95.575 - type: ndcg_at_3 value: 94.82000000000001 - type: ndcg_at_5 value: 95.26400000000001 - type: precision_at_1 value: 90.789 - type: precision_at_10 value: 9.908999999999999 - type: precision_at_100 value: 1.0 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 4.977 - type: precision_at_3 value: 32.471 - type: precision_at_5 value: 19.701 - type: recall_at_1 value: 90.789 - type: recall_at_10 value: 99.093 - type: recall_at_100 value: 99.955 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 99.546 - type: recall_at_3 value: 97.414 - type: recall_at_5 value: 98.503 task: type: Retrieval - dataset: config: default name: MTEB GermanSTSBenchmark (default) revision: e36907544d44c3a247898ed81540310442329e20 split: test type: jinaai/german-STSbenchmark metrics: - type: cosine_pearson value: 86.55319003300265 - type: cosine_spearman value: 87.50267373081324 - type: euclidean_pearson value: 87.41630636501863 - type: euclidean_spearman value: 88.02170803409365 - type: main_score value: 87.50267373081324 - type: manhattan_pearson value: 87.33703179056744 - type: manhattan_spearman value: 87.99192826922514 - type: pearson value: 86.55319003300265 - type: spearman value: 87.50267373081324 task: type: STS - dataset: config: default name: MTEB HALClusteringS2S (default) revision: e06ebbbb123f8144bef1a5d18796f3dec9ae2915 split: test type: lyon-nlp/clustering-hal-s2s metrics: - type: main_score value: 27.477557517301303 - type: v_measure value: 27.477557517301303 - type: v_measure_std value: 3.3525736581861336 task: type: Clustering - dataset: config: default name: MTEB HeadlineClassification (default) revision: 2fe05ee6b5832cda29f2ef7aaad7b7fe6a3609eb split: test type: ai-forever/headline-classification metrics: - type: accuracy value: 75.0830078125 - type: f1 value: 75.08863209267814 - type: f1_weighted value: 75.08895979060917 - type: main_score value: 75.0830078125 task: type: Classification - dataset: config: default name: MTEB HotpotQA (default) revision: ab518f4d6fcca38d87c25209f94beba119d02014 split: test type: mteb/hotpotqa metrics: - type: map_at_1 value: 38.143 - type: map_at_10 value: 55.916999999999994 - type: map_at_100 value: 56.706 - type: map_at_1000 value: 56.77100000000001 - type: map_at_20 value: 56.367 - type: map_at_3 value: 53.111 - type: map_at_5 value: 54.839000000000006 - type: mrr_at_1 value: 76.286 - type: mrr_at_10 value: 81.879 - type: mrr_at_100 value: 82.09100000000001 - type: mrr_at_1000 value: 82.101 - type: mrr_at_20 value: 82.01 - type: mrr_at_3 value: 80.972 - type: mrr_at_5 value: 81.537 - type: ndcg_at_1 value: 76.286 - type: ndcg_at_10 value: 64.673 - type: ndcg_at_100 value: 67.527 - type: ndcg_at_1000 value: 68.857 - type: ndcg_at_20 value: 65.822 - type: ndcg_at_3 value: 60.616 - type: ndcg_at_5 value: 62.827999999999996 - type: precision_at_1 value: 76.286 - type: precision_at_10 value: 13.196 - type: precision_at_100 value: 1.544 - type: precision_at_1000 value: 0.172 - type: precision_at_20 value: 6.968000000000001 - type: precision_at_3 value: 37.992 - type: precision_at_5 value: 24.54 - type: recall_at_1 value: 38.143 - type: recall_at_10 value: 65.982 - type: recall_at_100 value: 77.225 - type: recall_at_1000 value: 86.077 - type: recall_at_20 value: 69.68299999999999 - type: recall_at_3 value: 56.989000000000004 - type: recall_at_5 value: 61.35 - type: main_score value: 64.673 task: type: Retrieval - dataset: config: default name: MTEB IFlyTek (default) revision: 421605374b29664c5fc098418fe20ada9bd55f8a split: validation type: C-MTEB/IFlyTek-classification metrics: - type: accuracy value: 41.67756829549827 - type: f1 value: 33.929325579581636 - type: f1_weighted value: 43.03952025643197 - type: main_score value: 41.67756829549827 task: type: Classification - dataset: config: default name: MTEB ImdbClassification (default) revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7 split: test type: mteb/imdb metrics: - type: accuracy value: 91.90440000000001 - type: ap value: 88.78663714603425 - type: ap_weighted value: 88.78663714603425 - type: f1 value: 91.89564361975891 - type: f1_weighted value: 91.89564361975891 - type: main_score value: 91.90440000000001 task: type: Classification - dataset: config: default name: MTEB InappropriatenessClassification (default) revision: 601651fdc45ef243751676e62dd7a19f491c0285 split: test type: ai-forever/inappropriateness-classification metrics: - type: accuracy value: 61.0498046875 - type: ap value: 57.04240566648215 - type: ap_weighted value: 57.04240566648215 - type: f1 value: 60.867630038606954 - type: f1_weighted value: 60.867630038606954 - type: main_score value: 61.0498046875 task: type: Classification - dataset: config: default name: MTEB JDReview (default) revision: b7c64bd89eb87f8ded463478346f76731f07bf8b split: test type: C-MTEB/JDReview-classification metrics: - type: accuracy value: 83.50844277673546 - type: ap value: 48.46732380712268 - type: ap_weighted value: 48.46732380712268 - type: f1 value: 77.43967451387445 - type: f1_weighted value: 84.78462929014114 - type: main_score value: 83.50844277673546 task: type: Classification - dataset: config: default name: MTEB KinopoiskClassification (default) revision: 5911f26666ac11af46cb9c6849d0dc80a378af24 split: test type: ai-forever/kinopoisk-sentiment-classification metrics: - type: accuracy value: 62.393333333333324 - type: f1 value: 61.35940129568015 - type: f1_weighted value: 61.35940129568015 - type: main_score value: 62.393333333333324 task: type: Classification - dataset: config: default name: MTEB LCQMC (default) revision: 17f9b096f80380fce5ed12a9be8be7784b337daf split: test type: C-MTEB/LCQMC metrics: - type: cosine_pearson value: 67.74375505907872 - type: cosine_spearman value: 75.94582231399434 - type: euclidean_pearson value: 74.52501692443582 - type: euclidean_spearman value: 75.88428434746646 - type: main_score value: 75.94582231399434 - type: manhattan_pearson value: 74.55015441749529 - type: manhattan_spearman value: 75.83288262176175 - type: pearson value: 67.74375505907872 - type: spearman value: 75.94582231399434 task: type: STS - dataset: config: default name: MTEB LEMBNarrativeQARetrieval (default) revision: 6e346642246bfb4928c560ee08640dc84d074e8c split: test type: dwzhu/LongEmbed metrics: - type: map_at_1 value: 23.093 - type: map_at_10 value: 30.227999999999998 - type: map_at_100 value: 31.423000000000002 - type: map_at_1000 value: 31.533 - type: map_at_20 value: 30.835 - type: map_at_3 value: 27.983999999999998 - type: map_at_5 value: 29.253 - type: mrr_at_1 value: 23.093 - type: mrr_at_10 value: 30.227999999999998 - type: mrr_at_100 value: 31.423000000000002 - type: mrr_at_1000 value: 31.533 - type: mrr_at_20 value: 30.835 - type: mrr_at_3 value: 27.983999999999998 - type: mrr_at_5 value: 29.253 - type: ndcg_at_1 value: 23.093 - type: ndcg_at_10 value: 34.297 - type: ndcg_at_100 value: 41.049 - type: ndcg_at_1000 value: 43.566 - type: ndcg_at_20 value: 36.52 - type: ndcg_at_3 value: 29.629 - type: ndcg_at_5 value: 31.926 - type: precision_at_1 value: 23.093 - type: precision_at_10 value: 4.735 - type: precision_at_100 value: 0.8109999999999999 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 2.8080000000000003 - type: precision_at_3 value: 11.468 - type: precision_at_5 value: 8.001 - type: recall_at_1 value: 23.093 - type: recall_at_10 value: 47.354 - type: recall_at_100 value: 81.147 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 56.16799999999999 - type: recall_at_3 value: 34.405 - type: recall_at_5 value: 40.004 - type: main_score value: 34.297 task: type: Retrieval - dataset: config: default name: MTEB LEMBNeedleRetrieval (default) revision: 6e346642246bfb4928c560ee08640dc84d074e8c split: test_256 type: dwzhu/LongEmbed metrics: - type: map_at_1 value: 64.0 - type: map_at_10 value: 77.083 - type: map_at_100 value: 77.265 - type: map_at_1000 value: 77.265 - type: map_at_20 value: 77.265 - type: map_at_3 value: 76.333 - type: map_at_5 value: 76.833 - type: mrr_at_1 value: 64.0 - type: mrr_at_10 value: 77.083 - type: mrr_at_100 value: 77.265 - type: mrr_at_1000 value: 77.265 - type: mrr_at_20 value: 77.265 - type: mrr_at_3 value: 76.333 - type: mrr_at_5 value: 76.833 - type: ndcg_at_1 value: 64.0 - type: ndcg_at_10 value: 82.325 - type: ndcg_at_100 value: 82.883 - type: ndcg_at_1000 value: 82.883 - type: ndcg_at_20 value: 82.883 - type: ndcg_at_3 value: 80.833 - type: ndcg_at_5 value: 81.694 - type: precision_at_1 value: 64.0 - type: precision_at_10 value: 9.8 - type: precision_at_100 value: 1.0 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 5.0 - type: precision_at_3 value: 31.333 - type: precision_at_5 value: 19.2 - type: recall_at_1 value: 64.0 - type: recall_at_10 value: 98.0 - type: recall_at_100 value: 100.0 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 100.0 - type: recall_at_3 value: 94.0 - type: recall_at_5 value: 96.0 - type: main_score value: 64.0 task: type: Retrieval - dataset: config: default name: MTEB LEMBPasskeyRetrieval (default) revision: 6e346642246bfb4928c560ee08640dc84d074e8c split: test_256 type: dwzhu/LongEmbed metrics: - type: map_at_1 value: 100.0 - type: map_at_10 value: 100.0 - type: map_at_100 value: 100.0 - type: map_at_1000 value: 100.0 - type: map_at_20 value: 100.0 - type: map_at_3 value: 100.0 - type: map_at_5 value: 100.0 - type: mrr_at_1 value: 100.0 - type: mrr_at_10 value: 100.0 - type: mrr_at_100 value: 100.0 - type: mrr_at_1000 value: 100.0 - type: mrr_at_20 value: 100.0 - type: mrr_at_3 value: 100.0 - type: mrr_at_5 value: 100.0 - type: ndcg_at_1 value: 100.0 - type: ndcg_at_10 value: 100.0 - type: ndcg_at_100 value: 100.0 - type: ndcg_at_1000 value: 100.0 - type: ndcg_at_20 value: 100.0 - type: ndcg_at_3 value: 100.0 - type: ndcg_at_5 value: 100.0 - type: precision_at_1 value: 100.0 - type: precision_at_10 value: 10.0 - type: precision_at_100 value: 1.0 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 5.0 - type: precision_at_3 value: 33.333 - type: precision_at_5 value: 20.0 - type: recall_at_1 value: 100.0 - type: recall_at_10 value: 100.0 - type: recall_at_100 value: 100.0 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 100.0 - type: recall_at_3 value: 100.0 - type: recall_at_5 value: 100.0 - type: main_score value: 100.0 task: type: Retrieval - dataset: config: default name: MTEB LEMBQMSumRetrieval (default) revision: 6e346642246bfb4928c560ee08640dc84d074e8c split: test type: dwzhu/LongEmbed metrics: - type: map_at_1 value: 24.361 - type: map_at_10 value: 33.641 - type: map_at_100 value: 35.104 - type: map_at_1000 value: 35.127 - type: map_at_20 value: 34.388999999999996 - type: map_at_3 value: 30.255 - type: map_at_5 value: 32.079 - type: mrr_at_1 value: 24.361 - type: mrr_at_10 value: 33.641 - type: mrr_at_100 value: 35.104 - type: mrr_at_1000 value: 35.127 - type: mrr_at_20 value: 34.388999999999996 - type: mrr_at_3 value: 30.255 - type: mrr_at_5 value: 32.079 - type: ndcg_at_1 value: 24.361 - type: ndcg_at_10 value: 39.337 - type: ndcg_at_100 value: 47.384 - type: ndcg_at_1000 value: 47.75 - type: ndcg_at_20 value: 42.077999999999996 - type: ndcg_at_3 value: 32.235 - type: ndcg_at_5 value: 35.524 - type: precision_at_1 value: 24.361 - type: precision_at_10 value: 5.783 - type: precision_at_100 value: 0.975 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 3.435 - type: precision_at_3 value: 12.661 - type: precision_at_5 value: 9.193999999999999 - type: recall_at_1 value: 24.361 - type: recall_at_10 value: 57.826 - type: recall_at_100 value: 97.51100000000001 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 68.697 - type: recall_at_3 value: 37.983 - type: recall_at_5 value: 45.972 - type: main_score value: 39.337 task: type: Retrieval - dataset: config: default name: MTEB LEMBSummScreenFDRetrieval (default) revision: 6e346642246bfb4928c560ee08640dc84d074e8c split: validation type: dwzhu/LongEmbed metrics: - type: map_at_1 value: 84.821 - type: map_at_10 value: 90.11200000000001 - type: map_at_100 value: 90.158 - type: map_at_1000 value: 90.158 - type: map_at_20 value: 90.137 - type: map_at_3 value: 89.385 - type: map_at_5 value: 89.876 - type: mrr_at_1 value: 84.821 - type: mrr_at_10 value: 90.11200000000001 - type: mrr_at_100 value: 90.158 - type: mrr_at_1000 value: 90.158 - type: mrr_at_20 value: 90.137 - type: mrr_at_3 value: 89.385 - type: mrr_at_5 value: 89.876 - type: ndcg_at_1 value: 84.821 - type: ndcg_at_10 value: 92.334 - type: ndcg_at_100 value: 92.535 - type: ndcg_at_1000 value: 92.535 - type: ndcg_at_20 value: 92.414 - type: ndcg_at_3 value: 90.887 - type: ndcg_at_5 value: 91.758 - type: precision_at_1 value: 84.821 - type: precision_at_10 value: 9.911 - type: precision_at_100 value: 1.0 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 4.97 - type: precision_at_3 value: 31.746000000000002 - type: precision_at_5 value: 19.464000000000002 - type: recall_at_1 value: 84.821 - type: recall_at_10 value: 99.107 - type: recall_at_100 value: 100.0 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 99.405 - type: recall_at_3 value: 95.238 - type: recall_at_5 value: 97.321 - type: main_score value: 92.334 task: type: Retrieval - dataset: config: default name: MTEB LEMBWikimQARetrieval (default) revision: 6e346642246bfb4928c560ee08640dc84d074e8c split: test type: dwzhu/LongEmbed metrics: - type: map_at_1 value: 53.667 - type: map_at_10 value: 61.719 - type: map_at_100 value: 62.471 - type: map_at_1000 value: 62.492000000000004 - type: map_at_20 value: 62.153000000000006 - type: map_at_3 value: 59.167 - type: map_at_5 value: 60.95 - type: mrr_at_1 value: 53.667 - type: mrr_at_10 value: 61.719 - type: mrr_at_100 value: 62.471 - type: mrr_at_1000 value: 62.492000000000004 - type: mrr_at_20 value: 62.153000000000006 - type: mrr_at_3 value: 59.167 - type: mrr_at_5 value: 60.95 - type: ndcg_at_1 value: 53.667 - type: ndcg_at_10 value: 66.018 - type: ndcg_at_100 value: 69.726 - type: ndcg_at_1000 value: 70.143 - type: ndcg_at_20 value: 67.61399999999999 - type: ndcg_at_3 value: 60.924 - type: ndcg_at_5 value: 64.10900000000001 - type: precision_at_1 value: 53.667 - type: precision_at_10 value: 7.9670000000000005 - type: precision_at_100 value: 0.97 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 4.3 - type: precision_at_3 value: 22.0 - type: precision_at_5 value: 14.732999999999999 - type: recall_at_1 value: 53.667 - type: recall_at_10 value: 79.667 - type: recall_at_100 value: 97.0 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 86.0 - type: recall_at_3 value: 66.0 - type: recall_at_5 value: 73.667 - type: main_score value: 66.018 task: type: Retrieval - dataset: config: deu-deu name: MTEB MLQARetrieval (deu-deu) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 67.548 - type: map_at_1 value: 56.559000000000005 - type: map_at_10 value: 63.867 - type: map_at_100 value: 64.429 - type: map_at_1000 value: 64.457 - type: map_at_20 value: 64.215 - type: map_at_3 value: 62.109 - type: map_at_5 value: 63.101 - type: mrr_at_1 value: 56.56990915134057 - type: mrr_at_10 value: 63.86820789324668 - type: mrr_at_100 value: 64.42973602152581 - type: mrr_at_1000 value: 64.45818598090155 - type: mrr_at_20 value: 64.2163052263868 - type: mrr_at_3 value: 62.10946155550634 - type: mrr_at_5 value: 63.10104143585199 - type: nauc_map_at_1000_diff1 value: 73.78440163370111 - type: nauc_map_at_1000_max value: 66.37875518052162 - type: nauc_map_at_1000_std value: -17.063915098135396 - type: nauc_map_at_100_diff1 value: 73.77180802985815 - type: nauc_map_at_100_max value: 66.38365998362033 - type: nauc_map_at_100_std value: -17.053345109661972 - type: nauc_map_at_10_diff1 value: 73.70041876696037 - type: nauc_map_at_10_max value: 66.33213342705997 - type: nauc_map_at_10_std value: -17.40657791273925 - type: nauc_map_at_1_diff1 value: 76.8784374396948 - type: nauc_map_at_1_max value: 64.07170606935357 - type: nauc_map_at_1_std value: -18.464213686790654 - type: nauc_map_at_20_diff1 value: 73.72371377231813 - type: nauc_map_at_20_max value: 66.42108121059451 - type: nauc_map_at_20_std value: -17.05384923889036 - type: nauc_map_at_3_diff1 value: 74.08287018839246 - type: nauc_map_at_3_max value: 66.42422337760333 - type: nauc_map_at_3_std value: -17.79503404131652 - type: nauc_map_at_5_diff1 value: 73.9294779027339 - type: nauc_map_at_5_max value: 66.51752041065726 - type: nauc_map_at_5_std value: -17.67309805113804 - type: nauc_mrr_at_1000_diff1 value: 73.78389736923545 - type: nauc_mrr_at_1000_max value: 66.37929720858341 - type: nauc_mrr_at_1000_std value: -17.058591711291278 - type: nauc_mrr_at_100_diff1 value: 73.77126451253136 - type: nauc_mrr_at_100_max value: 66.38405917246607 - type: nauc_mrr_at_100_std value: -17.047251035212863 - type: nauc_mrr_at_10_diff1 value: 73.69960470665124 - type: nauc_mrr_at_10_max value: 66.33265194210313 - type: nauc_mrr_at_10_std value: -17.399659076827998 - type: nauc_mrr_at_1_diff1 value: 76.8689850260726 - type: nauc_mrr_at_1_max value: 64.09858188287487 - type: nauc_mrr_at_1_std value: -18.46064784201847 - type: nauc_mrr_at_20_diff1 value: 73.72312682063128 - type: nauc_mrr_at_20_max value: 66.42181932858745 - type: nauc_mrr_at_20_std value: -17.04690257511092 - type: nauc_mrr_at_3_diff1 value: 74.08287018839246 - type: nauc_mrr_at_3_max value: 66.42422337760333 - type: nauc_mrr_at_3_std value: -17.79503404131652 - type: nauc_mrr_at_5_diff1 value: 73.9294779027339 - type: nauc_mrr_at_5_max value: 66.51752041065726 - type: nauc_mrr_at_5_std value: -17.67309805113804 - type: nauc_ndcg_at_1000_diff1 value: 72.97825548342801 - type: nauc_ndcg_at_1000_max value: 66.96275437178257 - type: nauc_ndcg_at_1000_std value: -15.611902299641587 - type: nauc_ndcg_at_100_diff1 value: 72.58724738936613 - type: nauc_ndcg_at_100_max value: 67.16774012704182 - type: nauc_ndcg_at_100_std value: -14.945088654796812 - type: nauc_ndcg_at_10_diff1 value: 72.16253640477947 - type: nauc_ndcg_at_10_max value: 67.01746849484621 - type: nauc_ndcg_at_10_std value: -16.46102507270809 - type: nauc_ndcg_at_1_diff1 value: 76.8689850260726 - type: nauc_ndcg_at_1_max value: 64.09858188287487 - type: nauc_ndcg_at_1_std value: -18.46064784201847 - type: nauc_ndcg_at_20_diff1 value: 72.19995325129975 - type: nauc_ndcg_at_20_max value: 67.39639713797962 - type: nauc_ndcg_at_20_std value: -15.091689370748531 - type: nauc_ndcg_at_3_diff1 value: 73.13123604206514 - type: nauc_ndcg_at_3_max value: 67.23123167871547 - type: nauc_ndcg_at_3_std value: -17.492755234009156 - type: nauc_ndcg_at_5_diff1 value: 72.8154718929895 - type: nauc_ndcg_at_5_max value: 67.44578008373777 - type: nauc_ndcg_at_5_std value: -17.251840358751362 - type: nauc_precision_at_1000_diff1 value: 47.89748325983604 - type: nauc_precision_at_1000_max value: 70.47466197804906 - type: nauc_precision_at_1000_std value: 72.66193512114775 - type: nauc_precision_at_100_diff1 value: 59.493743734005356 - type: nauc_precision_at_100_max value: 74.02140147220713 - type: nauc_precision_at_100_std value: 17.26664098026236 - type: nauc_precision_at_10_diff1 value: 64.94415011040277 - type: nauc_precision_at_10_max value: 69.6963814950747 - type: nauc_precision_at_10_std value: -11.663043657012954 - type: nauc_precision_at_1_diff1 value: 76.8689850260726 - type: nauc_precision_at_1_max value: 64.09858188287487 - type: nauc_precision_at_1_std value: -18.46064784201847 - type: nauc_precision_at_20_diff1 value: 63.145886909986416 - type: nauc_precision_at_20_max value: 72.95708033630744 - type: nauc_precision_at_20_std value: -1.5039593629280323 - type: nauc_precision_at_3_diff1 value: 69.88902201644449 - type: nauc_precision_at_3_max value: 69.80499971089935 - type: nauc_precision_at_3_std value: -16.444680766676647 - type: nauc_precision_at_5_diff1 value: 68.60869967062919 - type: nauc_precision_at_5_max value: 70.75998207564281 - type: nauc_precision_at_5_std value: -15.62613396998262 - type: nauc_recall_at_1000_diff1 value: 62.6646436338833 - type: nauc_recall_at_1000_max value: 86.17801636476078 - type: nauc_recall_at_1000_std value: 71.84718775540334 - type: nauc_recall_at_100_diff1 value: 61.110492191439505 - type: nauc_recall_at_100_max value: 75.45730686603042 - type: nauc_recall_at_100_std value: 16.202465011589428 - type: nauc_recall_at_10_diff1 value: 65.1522196516815 - type: nauc_recall_at_10_max value: 69.7626435962161 - type: nauc_recall_at_10_std value: -11.801178474770449 - type: nauc_recall_at_1_diff1 value: 76.8784374396948 - type: nauc_recall_at_1_max value: 64.07170606935357 - type: nauc_recall_at_1_std value: -18.464213686790654 - type: nauc_recall_at_20_diff1 value: 63.40332739504143 - type: nauc_recall_at_20_max value: 73.04113661090965 - type: nauc_recall_at_20_std value: -1.6609741140266947 - type: nauc_recall_at_3_diff1 value: 70.03728086098866 - type: nauc_recall_at_3_max value: 69.85953774320521 - type: nauc_recall_at_3_std value: -16.482993123411706 - type: nauc_recall_at_5_diff1 value: 68.77396121765933 - type: nauc_recall_at_5_max value: 70.8231205493519 - type: nauc_recall_at_5_std value: -15.668037770700863 - type: ndcg_at_1 value: 56.57 - type: ndcg_at_10 value: 67.548 - type: ndcg_at_100 value: 70.421 - type: ndcg_at_1000 value: 71.198 - type: ndcg_at_20 value: 68.829 - type: ndcg_at_3 value: 63.88700000000001 - type: ndcg_at_5 value: 65.689 - type: precision_at_1 value: 56.57 - type: precision_at_10 value: 7.922 - type: precision_at_100 value: 0.9299999999999999 - type: precision_at_1000 value: 0.099 - type: precision_at_20 value: 4.216 - type: precision_at_3 value: 23.015 - type: precision_at_5 value: 14.691 - type: recall_at_1 value: 56.559000000000005 - type: recall_at_10 value: 79.182 - type: recall_at_100 value: 92.946 - type: recall_at_1000 value: 99.092 - type: recall_at_20 value: 84.27900000000001 - type: recall_at_3 value: 69.023 - type: recall_at_5 value: 73.432 task: type: Retrieval - dataset: config: deu-spa name: MTEB MLQARetrieval (deu-spa) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 70.645 - type: map_at_1 value: 58.423 - type: map_at_10 value: 66.613 - type: map_at_100 value: 67.14099999999999 - type: map_at_1000 value: 67.161 - type: map_at_20 value: 66.965 - type: map_at_3 value: 64.714 - type: map_at_5 value: 65.835 - type: mrr_at_1 value: 58.4225352112676 - type: mrr_at_10 value: 66.61321260898735 - type: mrr_at_100 value: 67.13991570812132 - type: mrr_at_1000 value: 67.1598532168174 - type: mrr_at_20 value: 66.96384710024888 - type: mrr_at_3 value: 64.71361502347425 - type: mrr_at_5 value: 65.83474178403769 - type: nauc_map_at_1000_diff1 value: 73.9485117118935 - type: nauc_map_at_1000_max value: 65.74479869396299 - type: nauc_map_at_1000_std value: -20.300269749495563 - type: nauc_map_at_100_diff1 value: 73.93900406302829 - type: nauc_map_at_100_max value: 65.75508449194885 - type: nauc_map_at_100_std value: -20.265330791570175 - type: nauc_map_at_10_diff1 value: 73.84863233472605 - type: nauc_map_at_10_max value: 65.89377317378211 - type: nauc_map_at_10_std value: -20.404123131964695 - type: nauc_map_at_1_diff1 value: 76.73627284218519 - type: nauc_map_at_1_max value: 62.94957512510876 - type: nauc_map_at_1_std value: -20.99649749330682 - type: nauc_map_at_20_diff1 value: 73.88712006109598 - type: nauc_map_at_20_max value: 65.82057018162664 - type: nauc_map_at_20_std value: -20.269476512431915 - type: nauc_map_at_3_diff1 value: 74.21419190161502 - type: nauc_map_at_3_max value: 65.64993368062119 - type: nauc_map_at_3_std value: -21.34641749007071 - type: nauc_map_at_5_diff1 value: 74.0119419385777 - type: nauc_map_at_5_max value: 65.69809416369732 - type: nauc_map_at_5_std value: -21.16901556082261 - type: nauc_mrr_at_1000_diff1 value: 73.94915184134923 - type: nauc_mrr_at_1000_max value: 65.74522469633418 - type: nauc_mrr_at_1000_std value: -20.303028367132246 - type: nauc_mrr_at_100_diff1 value: 73.93964394728808 - type: nauc_mrr_at_100_max value: 65.75550992323707 - type: nauc_mrr_at_100_std value: -20.26808820438918 - type: nauc_mrr_at_10_diff1 value: 73.84863233472605 - type: nauc_mrr_at_10_max value: 65.89377317378211 - type: nauc_mrr_at_10_std value: -20.404123131964695 - type: nauc_mrr_at_1_diff1 value: 76.73627284218519 - type: nauc_mrr_at_1_max value: 62.94957512510876 - type: nauc_mrr_at_1_std value: -20.99649749330682 - type: nauc_mrr_at_20_diff1 value: 73.88775721128745 - type: nauc_mrr_at_20_max value: 65.820991355628 - type: nauc_mrr_at_20_std value: -20.272216587019734 - type: nauc_mrr_at_3_diff1 value: 74.21419190161502 - type: nauc_mrr_at_3_max value: 65.64993368062119 - type: nauc_mrr_at_3_std value: -21.34641749007071 - type: nauc_mrr_at_5_diff1 value: 74.0119419385777 - type: nauc_mrr_at_5_max value: 65.69809416369732 - type: nauc_mrr_at_5_std value: -21.16901556082261 - type: nauc_ndcg_at_1000_diff1 value: 73.29396365944277 - type: nauc_ndcg_at_1000_max value: 66.44879592109541 - type: nauc_ndcg_at_1000_std value: -19.285991058788195 - type: nauc_ndcg_at_100_diff1 value: 73.0159172721162 - type: nauc_ndcg_at_100_max value: 66.76216389231388 - type: nauc_ndcg_at_100_std value: -18.27931368094887 - type: nauc_ndcg_at_10_diff1 value: 72.42096650774693 - type: nauc_ndcg_at_10_max value: 67.48592688463306 - type: nauc_ndcg_at_10_std value: -18.91453756077581 - type: nauc_ndcg_at_1_diff1 value: 76.73627284218519 - type: nauc_ndcg_at_1_max value: 62.94957512510876 - type: nauc_ndcg_at_1_std value: -20.99649749330682 - type: nauc_ndcg_at_20_diff1 value: 72.53699362385684 - type: nauc_ndcg_at_20_max value: 67.22763976357872 - type: nauc_ndcg_at_20_std value: -18.299910635008338 - type: nauc_ndcg_at_3_diff1 value: 73.3698453761989 - type: nauc_ndcg_at_3_max value: 66.71056987289383 - type: nauc_ndcg_at_3_std value: -21.405154376652803 - type: nauc_ndcg_at_5_diff1 value: 72.9491030712935 - type: nauc_ndcg_at_5_max value: 66.85786103137077 - type: nauc_ndcg_at_5_std value: -21.04005053344073 - type: nauc_precision_at_1000_diff1 value: 17.02462370967451 - type: nauc_precision_at_1000_max value: 48.03260752496052 - type: nauc_precision_at_1000_std value: 87.56077915079334 - type: nauc_precision_at_100_diff1 value: 58.590352501194985 - type: nauc_precision_at_100_max value: 78.2649015433222 - type: nauc_precision_at_100_std value: 28.05030453158992 - type: nauc_precision_at_10_diff1 value: 64.89497928764766 - type: nauc_precision_at_10_max value: 75.93257124951242 - type: nauc_precision_at_10_std value: -9.825306994117462 - type: nauc_precision_at_1_diff1 value: 76.73627284218519 - type: nauc_precision_at_1_max value: 62.94957512510876 - type: nauc_precision_at_1_std value: -20.99649749330682 - type: nauc_precision_at_20_diff1 value: 62.11366204321558 - type: nauc_precision_at_20_max value: 75.9571427846493 - type: nauc_precision_at_20_std value: -0.94585212808191 - type: nauc_precision_at_3_diff1 value: 70.52940972112398 - type: nauc_precision_at_3_max value: 70.3402053170779 - type: nauc_precision_at_3_std value: -21.579778424241304 - type: nauc_precision_at_5_diff1 value: 68.78962580223575 - type: nauc_precision_at_5_max value: 71.41410894398376 - type: nauc_precision_at_5_std value: -20.415603405161956 - type: nauc_recall_at_1000_diff1 value: 55.88625447348128 - type: nauc_recall_at_1000_max value: 100.0 - type: nauc_recall_at_1000_std value: 100.0 - type: nauc_recall_at_100_diff1 value: 61.17942268389525 - type: nauc_recall_at_100_max value: 81.12207841563487 - type: nauc_recall_at_100_std value: 27.141215257528113 - type: nauc_recall_at_10_diff1 value: 64.8949792876478 - type: nauc_recall_at_10_max value: 75.93257124951249 - type: nauc_recall_at_10_std value: -9.825306994117323 - type: nauc_recall_at_1_diff1 value: 76.73627284218519 - type: nauc_recall_at_1_max value: 62.94957512510876 - type: nauc_recall_at_1_std value: -20.99649749330682 - type: nauc_recall_at_20_diff1 value: 63.07808719241162 - type: nauc_recall_at_20_max value: 76.96808746317542 - type: nauc_recall_at_20_std value: -1.5235053258631275 - type: nauc_recall_at_3_diff1 value: 70.52940972112405 - type: nauc_recall_at_3_max value: 70.3402053170779 - type: nauc_recall_at_3_std value: -21.57977842424124 - type: nauc_recall_at_5_diff1 value: 68.78962580223575 - type: nauc_recall_at_5_max value: 71.41410894398392 - type: nauc_recall_at_5_std value: -20.415603405161793 - type: ndcg_at_1 value: 58.423 - type: ndcg_at_10 value: 70.645 - type: ndcg_at_100 value: 73.277 - type: ndcg_at_1000 value: 73.785 - type: ndcg_at_20 value: 71.918 - type: ndcg_at_3 value: 66.679 - type: ndcg_at_5 value: 68.72200000000001 - type: precision_at_1 value: 58.423 - type: precision_at_10 value: 8.338 - type: precision_at_100 value: 0.959 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 4.423 - type: precision_at_3 value: 24.113 - type: precision_at_5 value: 15.47 - type: recall_at_1 value: 58.423 - type: recall_at_10 value: 83.38 - type: recall_at_100 value: 95.887 - type: recall_at_1000 value: 99.831 - type: recall_at_20 value: 88.39399999999999 - type: recall_at_3 value: 72.33800000000001 - type: recall_at_5 value: 77.352 task: type: Retrieval - dataset: config: deu-eng name: MTEB MLQARetrieval (deu-eng) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 67.067 - type: map_at_1 value: 55.861000000000004 - type: map_at_10 value: 63.42100000000001 - type: map_at_100 value: 64.03 - type: map_at_1000 value: 64.05999999999999 - type: map_at_20 value: 63.819 - type: map_at_3 value: 61.773 - type: map_at_5 value: 62.736999999999995 - type: mrr_at_1 value: 55.88300465322402 - type: mrr_at_10 value: 63.43111082973707 - type: mrr_at_100 value: 64.03962373590272 - type: mrr_at_1000 value: 64.0698259866376 - type: mrr_at_20 value: 63.82871766489112 - type: mrr_at_3 value: 61.78447448112865 - type: mrr_at_5 value: 62.74835659945346 - type: nauc_map_at_1000_diff1 value: 74.58505763417352 - type: nauc_map_at_1000_max value: 66.26060764852198 - type: nauc_map_at_1000_std value: -16.896178230873897 - type: nauc_map_at_100_diff1 value: 74.57057487892857 - type: nauc_map_at_100_max value: 66.26600433283826 - type: nauc_map_at_100_std value: -16.87596113104189 - type: nauc_map_at_10_diff1 value: 74.53453636322749 - type: nauc_map_at_10_max value: 66.27501737773804 - type: nauc_map_at_10_std value: -17.178743257781775 - type: nauc_map_at_1_diff1 value: 77.63067209375254 - type: nauc_map_at_1_max value: 64.17718675702672 - type: nauc_map_at_1_std value: -17.639521106853717 - type: nauc_map_at_20_diff1 value: 74.52007402431164 - type: nauc_map_at_20_max value: 66.28276291359268 - type: nauc_map_at_20_std value: -16.939292897754758 - type: nauc_map_at_3_diff1 value: 74.79187974631951 - type: nauc_map_at_3_max value: 66.23256568210611 - type: nauc_map_at_3_std value: -17.894889918934112 - type: nauc_map_at_5_diff1 value: 74.63011328882517 - type: nauc_map_at_5_max value: 66.35411054978499 - type: nauc_map_at_5_std value: -17.50140342194211 - type: nauc_mrr_at_1000_diff1 value: 74.57520089771667 - type: nauc_mrr_at_1000_max value: 66.27270912845914 - type: nauc_mrr_at_1000_std value: -16.84012675362397 - type: nauc_mrr_at_100_diff1 value: 74.56070964572156 - type: nauc_mrr_at_100_max value: 66.2780701126926 - type: nauc_mrr_at_100_std value: -16.820035083069865 - type: nauc_mrr_at_10_diff1 value: 74.52455978435117 - type: nauc_mrr_at_10_max value: 66.28697244023137 - type: nauc_mrr_at_10_std value: -17.122477723330523 - type: nauc_mrr_at_1_diff1 value: 77.60643512422061 - type: nauc_mrr_at_1_max value: 64.21736966061896 - type: nauc_mrr_at_1_std value: -17.56627338275146 - type: nauc_mrr_at_20_diff1 value: 74.5099814266373 - type: nauc_mrr_at_20_max value: 66.29485560556576 - type: nauc_mrr_at_20_std value: -16.882350027335306 - type: nauc_mrr_at_3_diff1 value: 74.78132817375507 - type: nauc_mrr_at_3_max value: 66.24761860047623 - type: nauc_mrr_at_3_std value: -17.833128575678998 - type: nauc_mrr_at_5_diff1 value: 74.6193031207433 - type: nauc_mrr_at_5_max value: 66.36951764432901 - type: nauc_mrr_at_5_std value: -17.438203106324227 - type: nauc_ndcg_at_1000_diff1 value: 73.79386161629151 - type: nauc_ndcg_at_1000_max value: 66.84013038018082 - type: nauc_ndcg_at_1000_std value: -15.387358822700667 - type: nauc_ndcg_at_100_diff1 value: 73.36132885277745 - type: nauc_ndcg_at_100_max value: 67.04416926901568 - type: nauc_ndcg_at_100_std value: -14.503256942521972 - type: nauc_ndcg_at_10_diff1 value: 73.11847332785027 - type: nauc_ndcg_at_10_max value: 67.02149621303091 - type: nauc_ndcg_at_10_std value: -16.142234662067782 - type: nauc_ndcg_at_1_diff1 value: 77.60643512422061 - type: nauc_ndcg_at_1_max value: 64.21736966061896 - type: nauc_ndcg_at_1_std value: -17.56627338275146 - type: nauc_ndcg_at_20_diff1 value: 72.97961452569768 - type: nauc_ndcg_at_20_max value: 67.12369127081152 - type: nauc_ndcg_at_20_std value: -15.11921773223936 - type: nauc_ndcg_at_3_diff1 value: 73.77769312598772 - type: nauc_ndcg_at_3_max value: 66.94438755852309 - type: nauc_ndcg_at_3_std value: -17.75960443830741 - type: nauc_ndcg_at_5_diff1 value: 73.43991209562891 - type: nauc_ndcg_at_5_max value: 67.21682951737418 - type: nauc_ndcg_at_5_std value: -17.013510008231805 - type: nauc_precision_at_1000_diff1 value: 51.30633281948362 - type: nauc_precision_at_1000_max value: 76.78675288883846 - type: nauc_precision_at_1000_std value: 71.70041985304397 - type: nauc_precision_at_100_diff1 value: 59.86656455853326 - type: nauc_precision_at_100_max value: 74.41958422732161 - type: nauc_precision_at_100_std value: 22.098920296069124 - type: nauc_precision_at_10_diff1 value: 66.4696166928741 - type: nauc_precision_at_10_max value: 69.88463108697104 - type: nauc_precision_at_10_std value: -10.707950954702742 - type: nauc_precision_at_1_diff1 value: 77.60643512422061 - type: nauc_precision_at_1_max value: 64.21736966061896 - type: nauc_precision_at_1_std value: -17.56627338275146 - type: nauc_precision_at_20_diff1 value: 63.45094585276983 - type: nauc_precision_at_20_max value: 71.57741245347195 - type: nauc_precision_at_20_std value: -2.2211545419051744 - type: nauc_precision_at_3_diff1 value: 70.28060818081384 - type: nauc_precision_at_3_max value: 69.22652927816439 - type: nauc_precision_at_3_std value: -17.158576243559434 - type: nauc_precision_at_5_diff1 value: 68.90765418427162 - type: nauc_precision_at_5_max value: 70.32585273389111 - type: nauc_precision_at_5_std value: -14.950363729664524 - type: nauc_recall_at_1000_diff1 value: 65.11255117927331 - type: nauc_recall_at_1000_max value: 88.35641213283338 - type: nauc_recall_at_1000_std value: 69.89792573640547 - type: nauc_recall_at_100_diff1 value: 61.46376457272238 - type: nauc_recall_at_100_max value: 75.48265142243015 - type: nauc_recall_at_100_std value: 21.223182712042178 - type: nauc_recall_at_10_diff1 value: 66.89353375308997 - type: nauc_recall_at_10_max value: 70.06655416883785 - type: nauc_recall_at_10_std value: -11.100871879439435 - type: nauc_recall_at_1_diff1 value: 77.63067209375254 - type: nauc_recall_at_1_max value: 64.17718675702672 - type: nauc_recall_at_1_std value: -17.639521106853717 - type: nauc_recall_at_20_diff1 value: 63.98532276331878 - type: nauc_recall_at_20_max value: 71.81562599791899 - type: nauc_recall_at_20_std value: -2.696537977147695 - type: nauc_recall_at_3_diff1 value: 70.4507655865698 - type: nauc_recall_at_3_max value: 69.25705030141037 - type: nauc_recall_at_3_std value: -17.299948348202836 - type: nauc_recall_at_5_diff1 value: 69.09152857901888 - type: nauc_recall_at_5_max value: 70.35609636026405 - type: nauc_recall_at_5_std value: -15.105012139255896 - type: ndcg_at_1 value: 55.883 - type: ndcg_at_10 value: 67.067 - type: ndcg_at_100 value: 70.07 - type: ndcg_at_1000 value: 70.875 - type: ndcg_at_20 value: 68.498 - type: ndcg_at_3 value: 63.666 - type: ndcg_at_5 value: 65.40599999999999 - type: precision_at_1 value: 55.883 - type: precision_at_10 value: 7.8549999999999995 - type: precision_at_100 value: 0.928 - type: precision_at_1000 value: 0.099 - type: precision_at_20 value: 4.2090000000000005 - type: precision_at_3 value: 23.052 - type: precision_at_5 value: 14.677999999999999 - type: recall_at_1 value: 55.861000000000004 - type: recall_at_10 value: 78.495 - type: recall_at_100 value: 92.688 - type: recall_at_1000 value: 99.02499999999999 - type: recall_at_20 value: 84.124 - type: recall_at_3 value: 69.123 - type: recall_at_5 value: 73.355 task: type: Retrieval - dataset: config: spa-deu name: MTEB MLQARetrieval (spa-deu) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 73.90299999999999 - type: map_at_1 value: 61.236000000000004 - type: map_at_10 value: 69.88799999999999 - type: map_at_100 value: 70.319 - type: map_at_1000 value: 70.341 - type: map_at_20 value: 70.16799999999999 - type: map_at_3 value: 68.104 - type: map_at_5 value: 69.164 - type: mrr_at_1 value: 61.2739571589628 - type: mrr_at_10 value: 69.92589162684993 - type: mrr_at_100 value: 70.35245455509234 - type: mrr_at_1000 value: 70.37438351396742 - type: mrr_at_20 value: 70.20247469915404 - type: mrr_at_3 value: 68.14167606163099 - type: mrr_at_5 value: 69.20142803457354 - type: nauc_map_at_1000_diff1 value: 74.70416754842327 - type: nauc_map_at_1000_max value: 65.86915994583384 - type: nauc_map_at_1000_std value: -19.04437483534443 - type: nauc_map_at_100_diff1 value: 74.70011798058674 - type: nauc_map_at_100_max value: 65.88507779167188 - type: nauc_map_at_100_std value: -19.018670970643786 - type: nauc_map_at_10_diff1 value: 74.6362126804427 - type: nauc_map_at_10_max value: 66.05733054427198 - type: nauc_map_at_10_std value: -19.034317737897354 - type: nauc_map_at_1_diff1 value: 77.24970536833601 - type: nauc_map_at_1_max value: 62.07820573048406 - type: nauc_map_at_1_std value: -20.917086586335078 - type: nauc_map_at_20_diff1 value: 74.64113920401083 - type: nauc_map_at_20_max value: 65.89991740166793 - type: nauc_map_at_20_std value: -19.09987515041243 - type: nauc_map_at_3_diff1 value: 74.6518162332119 - type: nauc_map_at_3_max value: 66.10312348194024 - type: nauc_map_at_3_std value: -18.95881457716116 - type: nauc_map_at_5_diff1 value: 74.55141020670321 - type: nauc_map_at_5_max value: 65.94345752979342 - type: nauc_map_at_5_std value: -19.453976877992304 - type: nauc_mrr_at_1000_diff1 value: 74.64458488344088 - type: nauc_mrr_at_1000_max value: 65.84575328456057 - type: nauc_mrr_at_1000_std value: -18.901614615119904 - type: nauc_mrr_at_100_diff1 value: 74.64058497924627 - type: nauc_mrr_at_100_max value: 65.86170461767928 - type: nauc_mrr_at_100_std value: -18.87601697091505 - type: nauc_mrr_at_10_diff1 value: 74.57266634464752 - type: nauc_mrr_at_10_max value: 66.03331587645152 - type: nauc_mrr_at_10_std value: -18.87888060105393 - type: nauc_mrr_at_1_diff1 value: 77.19578272647183 - type: nauc_mrr_at_1_max value: 62.05252035478773 - type: nauc_mrr_at_1_std value: -20.790530940625267 - type: nauc_mrr_at_20_diff1 value: 74.5808171250021 - type: nauc_mrr_at_20_max value: 65.87643606587798 - type: nauc_mrr_at_20_std value: -18.95476583474199 - type: nauc_mrr_at_3_diff1 value: 74.5917053289191 - type: nauc_mrr_at_3_max value: 66.08044079438714 - type: nauc_mrr_at_3_std value: -18.81168463163586 - type: nauc_mrr_at_5_diff1 value: 74.48934579694608 - type: nauc_mrr_at_5_max value: 65.91993162383771 - type: nauc_mrr_at_5_std value: -19.302710791338797 - type: nauc_ndcg_at_1000_diff1 value: 74.20191283992186 - type: nauc_ndcg_at_1000_max value: 66.60831175771229 - type: nauc_ndcg_at_1000_std value: -18.175208725175484 - type: nauc_ndcg_at_100_diff1 value: 74.07713451642955 - type: nauc_ndcg_at_100_max value: 67.02028626335476 - type: nauc_ndcg_at_100_std value: -17.36560972181693 - type: nauc_ndcg_at_10_diff1 value: 73.63235521598476 - type: nauc_ndcg_at_10_max value: 67.8118473312638 - type: nauc_ndcg_at_10_std value: -17.647560577355915 - type: nauc_ndcg_at_1_diff1 value: 77.19578272647183 - type: nauc_ndcg_at_1_max value: 62.05252035478773 - type: nauc_ndcg_at_1_std value: -20.790530940625267 - type: nauc_ndcg_at_20_diff1 value: 73.65300308228291 - type: nauc_ndcg_at_20_max value: 67.18353402731985 - type: nauc_ndcg_at_20_std value: -17.9240756389792 - type: nauc_ndcg_at_3_diff1 value: 73.73764900202292 - type: nauc_ndcg_at_3_max value: 67.60840957876889 - type: nauc_ndcg_at_3_std value: -17.962667543518933 - type: nauc_ndcg_at_5_diff1 value: 73.49040500302092 - type: nauc_ndcg_at_5_max value: 67.41251918514402 - type: nauc_ndcg_at_5_std value: -18.851877225955523 - type: nauc_precision_at_1000_diff1 value: -18.652906102973922 - type: nauc_precision_at_1000_max value: 2.1701672475574885 - type: nauc_precision_at_1000_std value: 61.713411950188835 - type: nauc_precision_at_100_diff1 value: 62.37565302288498 - type: nauc_precision_at_100_max value: 76.96921843049006 - type: nauc_precision_at_100_std value: 19.152009040219678 - type: nauc_precision_at_10_diff1 value: 68.14047344105212 - type: nauc_precision_at_10_max value: 77.7177273849099 - type: nauc_precision_at_10_std value: -9.124325941493698 - type: nauc_precision_at_1_diff1 value: 77.19578272647183 - type: nauc_precision_at_1_max value: 62.05252035478773 - type: nauc_precision_at_1_std value: -20.790530940625267 - type: nauc_precision_at_20_diff1 value: 65.38487456362745 - type: nauc_precision_at_20_max value: 74.61122933443669 - type: nauc_precision_at_20_std value: -8.129775929648341 - type: nauc_precision_at_3_diff1 value: 70.45937744142297 - type: nauc_precision_at_3_max value: 73.03004233073901 - type: nauc_precision_at_3_std value: -14.246554579025158 - type: nauc_precision_at_5_diff1 value: 69.02821772428955 - type: nauc_precision_at_5_max value: 73.52949774726446 - type: nauc_precision_at_5_std value: -16.355747231517757 - type: nauc_recall_at_1000_diff1 value: 35.804192824985755 - type: nauc_recall_at_1000_max value: 61.367785756485894 - type: nauc_recall_at_1000_std value: 54.01380822466869 - type: nauc_recall_at_100_diff1 value: 67.96210883597479 - type: nauc_recall_at_100_max value: 82.38124823732169 - type: nauc_recall_at_100_std value: 16.814922595309966 - type: nauc_recall_at_10_diff1 value: 68.21964459634341 - type: nauc_recall_at_10_max value: 77.68301934858845 - type: nauc_recall_at_10_std value: -9.430792913885066 - type: nauc_recall_at_1_diff1 value: 77.24970536833601 - type: nauc_recall_at_1_max value: 62.07820573048406 - type: nauc_recall_at_1_std value: -20.917086586335078 - type: nauc_recall_at_20_diff1 value: 66.60569906579487 - type: nauc_recall_at_20_max value: 75.66163186604354 - type: nauc_recall_at_20_std value: -9.09826205489828 - type: nauc_recall_at_3_diff1 value: 70.52323701841641 - type: nauc_recall_at_3_max value: 73.03478107411232 - type: nauc_recall_at_3_std value: -14.432325989967962 - type: nauc_recall_at_5_diff1 value: 69.08521261524373 - type: nauc_recall_at_5_max value: 73.51150270382094 - type: nauc_recall_at_5_std value: -16.569387503524368 - type: ndcg_at_1 value: 61.273999999999994 - type: ndcg_at_10 value: 73.90299999999999 - type: ndcg_at_100 value: 75.983 - type: ndcg_at_1000 value: 76.488 - type: ndcg_at_20 value: 74.921 - type: ndcg_at_3 value: 70.277 - type: ndcg_at_5 value: 72.172 - type: precision_at_1 value: 61.273999999999994 - type: precision_at_10 value: 8.641 - type: precision_at_100 value: 0.962 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 4.524 - type: precision_at_3 value: 25.517 - type: precision_at_5 value: 16.223000000000003 - type: recall_at_1 value: 61.236000000000004 - type: recall_at_10 value: 86.37700000000001 - type: recall_at_100 value: 96.054 - type: recall_at_1000 value: 99.887 - type: recall_at_20 value: 90.398 - type: recall_at_3 value: 76.51299999999999 - type: recall_at_5 value: 81.07900000000001 task: type: Retrieval - dataset: config: spa-spa name: MTEB MLQARetrieval (spa-spa) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 68.632 - type: map_at_1 value: 57.046 - type: map_at_10 value: 64.869 - type: map_at_100 value: 65.384 - type: map_at_1000 value: 65.413 - type: map_at_20 value: 65.185 - type: map_at_3 value: 63.178 - type: map_at_5 value: 64.12 - type: mrr_at_1 value: 57.05579889544848 - type: mrr_at_10 value: 64.8806425382317 - type: mrr_at_100 value: 65.39469233244084 - type: mrr_at_1000 value: 65.42342199403159 - type: mrr_at_20 value: 65.19634815919534 - type: mrr_at_3 value: 63.18796419729591 - type: mrr_at_5 value: 64.13159398209874 - type: nauc_map_at_1000_diff1 value: 73.23803038674018 - type: nauc_map_at_1000_max value: 67.44156201421714 - type: nauc_map_at_1000_std value: -8.60143026450049 - type: nauc_map_at_100_diff1 value: 73.22575613034235 - type: nauc_map_at_100_max value: 67.44735143420195 - type: nauc_map_at_100_std value: -8.576905069492895 - type: nauc_map_at_10_diff1 value: 73.11950129610865 - type: nauc_map_at_10_max value: 67.45107232305055 - type: nauc_map_at_10_std value: -8.799837857015392 - type: nauc_map_at_1_diff1 value: 76.18354072047988 - type: nauc_map_at_1_max value: 65.03342186728786 - type: nauc_map_at_1_std value: -10.867650288695796 - type: nauc_map_at_20_diff1 value: 73.21570748770948 - type: nauc_map_at_20_max value: 67.50340321088724 - type: nauc_map_at_20_std value: -8.594057184944676 - type: nauc_map_at_3_diff1 value: 73.17239276163892 - type: nauc_map_at_3_max value: 67.06319504819103 - type: nauc_map_at_3_std value: -9.883216310270528 - type: nauc_map_at_5_diff1 value: 73.11913507367727 - type: nauc_map_at_5_max value: 67.27497019567078 - type: nauc_map_at_5_std value: -9.497714822103118 - type: nauc_mrr_at_1000_diff1 value: 73.22971233311306 - type: nauc_mrr_at_1000_max value: 67.42977229057223 - type: nauc_mrr_at_1000_std value: -8.550068702273297 - type: nauc_mrr_at_100_diff1 value: 73.21744467317815 - type: nauc_mrr_at_100_max value: 67.43557491068093 - type: nauc_mrr_at_100_std value: -8.52559275190607 - type: nauc_mrr_at_10_diff1 value: 73.11075619726137 - type: nauc_mrr_at_10_max value: 67.43889760205286 - type: nauc_mrr_at_10_std value: -8.74617232559183 - type: nauc_mrr_at_1_diff1 value: 76.17529975949547 - type: nauc_mrr_at_1_max value: 65.02401127001608 - type: nauc_mrr_at_1_std value: -10.817814457633952 - type: nauc_mrr_at_20_diff1 value: 73.20689275225138 - type: nauc_mrr_at_20_max value: 67.49111752272192 - type: nauc_mrr_at_20_std value: -8.539827528410353 - type: nauc_mrr_at_3_diff1 value: 73.16291729623958 - type: nauc_mrr_at_3_max value: 67.05300993427998 - type: nauc_mrr_at_3_std value: -9.827915885680811 - type: nauc_mrr_at_5_diff1 value: 73.11055686484109 - type: nauc_mrr_at_5_max value: 67.26299851089122 - type: nauc_mrr_at_5_std value: -9.445190276650903 - type: nauc_ndcg_at_1000_diff1 value: 72.58833638407177 - type: nauc_ndcg_at_1000_max value: 68.10447506371374 - type: nauc_ndcg_at_1000_std value: -6.910306241546282 - type: nauc_ndcg_at_100_diff1 value: 72.24524849631476 - type: nauc_ndcg_at_100_max value: 68.30659210081238 - type: nauc_ndcg_at_100_std value: -6.04305364268931 - type: nauc_ndcg_at_10_diff1 value: 71.87363502582961 - type: nauc_ndcg_at_10_max value: 68.5010009653693 - type: nauc_ndcg_at_10_std value: -7.021281296450588 - type: nauc_ndcg_at_1_diff1 value: 76.17529975949547 - type: nauc_ndcg_at_1_max value: 65.02401127001608 - type: nauc_ndcg_at_1_std value: -10.817814457633952 - type: nauc_ndcg_at_20_diff1 value: 72.21241010439327 - type: nauc_ndcg_at_20_max value: 68.71743274030551 - type: nauc_ndcg_at_20_std value: -6.186629577195946 - type: nauc_ndcg_at_3_diff1 value: 72.08204674794459 - type: nauc_ndcg_at_3_max value: 67.5958365046156 - type: nauc_ndcg_at_3_std value: -9.576418336610345 - type: nauc_ndcg_at_5_diff1 value: 71.93179095844508 - type: nauc_ndcg_at_5_max value: 68.01914639754217 - type: nauc_ndcg_at_5_std value: -8.833768332910777 - type: nauc_precision_at_1000_diff1 value: 63.0051360227489 - type: nauc_precision_at_1000_max value: 79.93532442313229 - type: nauc_precision_at_1000_std value: 52.869517607133254 - type: nauc_precision_at_100_diff1 value: 62.43301501857154 - type: nauc_precision_at_100_max value: 75.57280416668183 - type: nauc_precision_at_100_std value: 26.758300486132747 - type: nauc_precision_at_10_diff1 value: 66.29806375971134 - type: nauc_precision_at_10_max value: 73.40301413754797 - type: nauc_precision_at_10_std value: 1.9858547295235462 - type: nauc_precision_at_1_diff1 value: 76.17529975949547 - type: nauc_precision_at_1_max value: 65.02401127001608 - type: nauc_precision_at_1_std value: -10.817814457633952 - type: nauc_precision_at_20_diff1 value: 67.05111836051105 - type: nauc_precision_at_20_max value: 76.09783190824155 - type: nauc_precision_at_20_std value: 9.906010659515564 - type: nauc_precision_at_3_diff1 value: 68.44186679250453 - type: nauc_precision_at_3_max value: 69.30301351119388 - type: nauc_precision_at_3_std value: -8.566522518882348 - type: nauc_precision_at_5_diff1 value: 67.51737199297388 - type: nauc_precision_at_5_max value: 70.75887601590472 - type: nauc_precision_at_5_std value: -6.278983102710238 - type: nauc_recall_at_1000_diff1 value: 65.12360093170948 - type: nauc_recall_at_1000_max value: 82.60209843191132 - type: nauc_recall_at_1000_std value: 51.740179583368636 - type: nauc_recall_at_100_diff1 value: 62.82007697326819 - type: nauc_recall_at_100_max value: 76.04844844677562 - type: nauc_recall_at_100_std value: 26.4678415019248 - type: nauc_recall_at_10_diff1 value: 66.28557566848767 - type: nauc_recall_at_10_max value: 73.40302709828738 - type: nauc_recall_at_10_std value: 1.9224272854613582 - type: nauc_recall_at_1_diff1 value: 76.18354072047988 - type: nauc_recall_at_1_max value: 65.03342186728786 - type: nauc_recall_at_1_std value: -10.867650288695796 - type: nauc_recall_at_20_diff1 value: 67.03430451094992 - type: nauc_recall_at_20_max value: 76.09474005171319 - type: nauc_recall_at_20_std value: 9.815888637851074 - type: nauc_recall_at_3_diff1 value: 68.44411411344718 - type: nauc_recall_at_3_max value: 69.30502737137265 - type: nauc_recall_at_3_std value: -8.629526329714132 - type: nauc_recall_at_5_diff1 value: 67.51469265953514 - type: nauc_recall_at_5_max value: 70.76969893818111 - type: nauc_recall_at_5_std value: -6.325600167105444 - type: ndcg_at_1 value: 57.056 - type: ndcg_at_10 value: 68.632 - type: ndcg_at_100 value: 71.202 - type: ndcg_at_1000 value: 71.97099999999999 - type: ndcg_at_20 value: 69.785 - type: ndcg_at_3 value: 65.131 - type: ndcg_at_5 value: 66.834 - type: precision_at_1 value: 57.056 - type: precision_at_10 value: 8.044 - type: precision_at_100 value: 0.9259999999999999 - type: precision_at_1000 value: 0.099 - type: precision_at_20 value: 4.251 - type: precision_at_3 value: 23.589 - type: precision_at_5 value: 14.984 - type: recall_at_1 value: 57.046 - type: recall_at_10 value: 80.423 - type: recall_at_100 value: 92.582 - type: recall_at_1000 value: 98.638 - type: recall_at_20 value: 84.993 - type: recall_at_3 value: 70.758 - type: recall_at_5 value: 74.9 task: type: Retrieval - dataset: config: spa-eng name: MTEB MLQARetrieval (spa-eng) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 68.765 - type: map_at_1 value: 56.538999999999994 - type: map_at_10 value: 64.816 - type: map_at_100 value: 65.325 - type: map_at_1000 value: 65.352 - type: map_at_20 value: 65.113 - type: map_at_3 value: 62.934999999999995 - type: map_at_5 value: 64.063 - type: mrr_at_1 value: 56.539120502569965 - type: mrr_at_10 value: 64.81561556661505 - type: mrr_at_100 value: 65.32464238613954 - type: mrr_at_1000 value: 65.35206516602133 - type: mrr_at_20 value: 65.11270445292227 - type: mrr_at_3 value: 62.935465448315384 - type: mrr_at_5 value: 64.06339234723022 - type: nauc_map_at_1000_diff1 value: 73.20701050428072 - type: nauc_map_at_1000_max value: 67.32797480614404 - type: nauc_map_at_1000_std value: -6.211540626528362 - type: nauc_map_at_100_diff1 value: 73.19497683923063 - type: nauc_map_at_100_max value: 67.33392646467817 - type: nauc_map_at_100_std value: -6.196671563900051 - type: nauc_map_at_10_diff1 value: 73.16010547612956 - type: nauc_map_at_10_max value: 67.37793741307372 - type: nauc_map_at_10_std value: -6.3443240322521675 - type: nauc_map_at_1_diff1 value: 76.63696578575964 - type: nauc_map_at_1_max value: 65.08189618178105 - type: nauc_map_at_1_std value: -8.594195451782733 - type: nauc_map_at_20_diff1 value: 73.15233479381568 - type: nauc_map_at_20_max value: 67.3679607256072 - type: nauc_map_at_20_std value: -6.175928265286352 - type: nauc_map_at_3_diff1 value: 73.14853380980746 - type: nauc_map_at_3_max value: 67.10354198073468 - type: nauc_map_at_3_std value: -7.409679815529866 - type: nauc_map_at_5_diff1 value: 73.13425961877715 - type: nauc_map_at_5_max value: 67.22452899371224 - type: nauc_map_at_5_std value: -6.895257774506354 - type: nauc_mrr_at_1000_diff1 value: 73.20701050428072 - type: nauc_mrr_at_1000_max value: 67.32797480614404 - type: nauc_mrr_at_1000_std value: -6.211540626528362 - type: nauc_mrr_at_100_diff1 value: 73.19497683923063 - type: nauc_mrr_at_100_max value: 67.33392646467817 - type: nauc_mrr_at_100_std value: -6.196671563900051 - type: nauc_mrr_at_10_diff1 value: 73.16010547612956 - type: nauc_mrr_at_10_max value: 67.37793741307372 - type: nauc_mrr_at_10_std value: -6.3443240322521675 - type: nauc_mrr_at_1_diff1 value: 76.63696578575964 - type: nauc_mrr_at_1_max value: 65.08189618178105 - type: nauc_mrr_at_1_std value: -8.594195451782733 - type: nauc_mrr_at_20_diff1 value: 73.15233479381568 - type: nauc_mrr_at_20_max value: 67.3679607256072 - type: nauc_mrr_at_20_std value: -6.175928265286352 - type: nauc_mrr_at_3_diff1 value: 73.14853380980746 - type: nauc_mrr_at_3_max value: 67.10354198073468 - type: nauc_mrr_at_3_std value: -7.409679815529866 - type: nauc_mrr_at_5_diff1 value: 73.13425961877715 - type: nauc_mrr_at_5_max value: 67.22452899371224 - type: nauc_mrr_at_5_std value: -6.895257774506354 - type: nauc_ndcg_at_1000_diff1 value: 72.44364625096874 - type: nauc_ndcg_at_1000_max value: 67.93635761141552 - type: nauc_ndcg_at_1000_std value: -4.616429464350954 - type: nauc_ndcg_at_100_diff1 value: 72.11352383758482 - type: nauc_ndcg_at_100_max value: 68.1627312575955 - type: nauc_ndcg_at_100_std value: -3.894213672131282 - type: nauc_ndcg_at_10_diff1 value: 71.8526850770812 - type: nauc_ndcg_at_10_max value: 68.41366561888562 - type: nauc_ndcg_at_10_std value: -4.472146861145989 - type: nauc_ndcg_at_1_diff1 value: 76.63696578575964 - type: nauc_ndcg_at_1_max value: 65.08189618178105 - type: nauc_ndcg_at_1_std value: -8.594195451782733 - type: nauc_ndcg_at_20_diff1 value: 71.76464418138866 - type: nauc_ndcg_at_20_max value: 68.41174963313698 - type: nauc_ndcg_at_20_std value: -3.7449762037540157 - type: nauc_ndcg_at_3_diff1 value: 71.93808990683131 - type: nauc_ndcg_at_3_max value: 67.7010029507334 - type: nauc_ndcg_at_3_std value: -6.971858419379321 - type: nauc_ndcg_at_5_diff1 value: 71.8505224811326 - type: nauc_ndcg_at_5_max value: 67.97139549500251 - type: nauc_ndcg_at_5_std value: -5.958491308070017 - type: nauc_precision_at_1000_diff1 value: 62.20956180320043 - type: nauc_precision_at_1000_max value: 82.53412670611299 - type: nauc_precision_at_1000_std value: 55.57278124999575 - type: nauc_precision_at_100_diff1 value: 62.03792857023201 - type: nauc_precision_at_100_max value: 76.77130713424538 - type: nauc_precision_at_100_std value: 26.674102719959564 - type: nauc_precision_at_10_diff1 value: 65.89798055049931 - type: nauc_precision_at_10_max value: 73.41908620140674 - type: nauc_precision_at_10_std value: 5.21818573283179 - type: nauc_precision_at_1_diff1 value: 76.63696578575964 - type: nauc_precision_at_1_max value: 65.08189618178105 - type: nauc_precision_at_1_std value: -8.594195451782733 - type: nauc_precision_at_20_diff1 value: 63.734308542647355 - type: nauc_precision_at_20_max value: 74.69578825096144 - type: nauc_precision_at_20_std value: 12.627842502659162 - type: nauc_precision_at_3_diff1 value: 67.91189666671904 - type: nauc_precision_at_3_max value: 69.64986036783209 - type: nauc_precision_at_3_std value: -5.505669087429055 - type: nauc_precision_at_5_diff1 value: 67.01880006360248 - type: nauc_precision_at_5_max value: 70.78916423358686 - type: nauc_precision_at_5_std value: -2.2273742736401045 - type: nauc_recall_at_1000_diff1 value: 62.20956180319936 - type: nauc_recall_at_1000_max value: 82.53412670611287 - type: nauc_recall_at_1000_std value: 55.57278124999549 - type: nauc_recall_at_100_diff1 value: 62.03792857023208 - type: nauc_recall_at_100_max value: 76.77130713424577 - type: nauc_recall_at_100_std value: 26.67410271995973 - type: nauc_recall_at_10_diff1 value: 65.8979805504994 - type: nauc_recall_at_10_max value: 73.41908620140678 - type: nauc_recall_at_10_std value: 5.2181857328318655 - type: nauc_recall_at_1_diff1 value: 76.63696578575964 - type: nauc_recall_at_1_max value: 65.08189618178105 - type: nauc_recall_at_1_std value: -8.594195451782733 - type: nauc_recall_at_20_diff1 value: 63.734308542647334 - type: nauc_recall_at_20_max value: 74.69578825096123 - type: nauc_recall_at_20_std value: 12.627842502658982 - type: nauc_recall_at_3_diff1 value: 67.91189666671897 - type: nauc_recall_at_3_max value: 69.64986036783203 - type: nauc_recall_at_3_std value: -5.505669087428989 - type: nauc_recall_at_5_diff1 value: 67.01880006360243 - type: nauc_recall_at_5_max value: 70.78916423358686 - type: nauc_recall_at_5_std value: -2.227374273640135 - type: ndcg_at_1 value: 56.538999999999994 - type: ndcg_at_10 value: 68.765 - type: ndcg_at_100 value: 71.314 - type: ndcg_at_1000 value: 72.038 - type: ndcg_at_20 value: 69.828 - type: ndcg_at_3 value: 64.937 - type: ndcg_at_5 value: 66.956 - type: precision_at_1 value: 56.538999999999994 - type: precision_at_10 value: 8.113 - type: precision_at_100 value: 0.932 - type: precision_at_1000 value: 0.099 - type: precision_at_20 value: 4.265 - type: precision_at_3 value: 23.567 - type: precision_at_5 value: 15.115 - type: recall_at_1 value: 56.538999999999994 - type: recall_at_10 value: 81.135 - type: recall_at_100 value: 93.223 - type: recall_at_1000 value: 98.896 - type: recall_at_20 value: 85.304 - type: recall_at_3 value: 70.702 - type: recall_at_5 value: 75.576 task: type: Retrieval - dataset: config: eng-deu name: MTEB MLQARetrieval (eng-deu) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 69.298 - type: map_at_1 value: 58.553 - type: map_at_10 value: 65.769 - type: map_at_100 value: 66.298 - type: map_at_1000 value: 66.328 - type: map_at_20 value: 66.101 - type: map_at_3 value: 64.048 - type: map_at_5 value: 65.09 - type: mrr_at_1 value: 58.564148016840235 - type: mrr_at_10 value: 65.7685997066675 - type: mrr_at_100 value: 66.29874034432214 - type: mrr_at_1000 value: 66.32844979939088 - type: mrr_at_20 value: 66.10120513957821 - type: mrr_at_3 value: 64.04830489696437 - type: mrr_at_5 value: 65.08974074894746 - type: nauc_map_at_1000_diff1 value: 76.8409650183994 - type: nauc_map_at_1000_max value: 71.86367015521367 - type: nauc_map_at_1000_std value: -14.464881539957256 - type: nauc_map_at_100_diff1 value: 76.82536521842064 - type: nauc_map_at_100_max value: 71.86811127965429 - type: nauc_map_at_100_std value: -14.441105539722244 - type: nauc_map_at_10_diff1 value: 76.75522453447859 - type: nauc_map_at_10_max value: 71.87677500176706 - type: nauc_map_at_10_std value: -14.741331625103559 - type: nauc_map_at_1_diff1 value: 79.64060747740989 - type: nauc_map_at_1_max value: 69.84278563569617 - type: nauc_map_at_1_std value: -15.936904929655832 - type: nauc_map_at_20_diff1 value: 76.78894776059715 - type: nauc_map_at_20_max value: 71.89637938044827 - type: nauc_map_at_20_std value: -14.500564106990769 - type: nauc_map_at_3_diff1 value: 77.20562577450342 - type: nauc_map_at_3_max value: 71.80578229361525 - type: nauc_map_at_3_std value: -15.344134588512201 - type: nauc_map_at_5_diff1 value: 77.00480147367867 - type: nauc_map_at_5_max value: 71.98335924076163 - type: nauc_map_at_5_std value: -15.16537653041026 - type: nauc_mrr_at_1000_diff1 value: 76.84165367691193 - type: nauc_mrr_at_1000_max value: 71.8642679499795 - type: nauc_mrr_at_1000_std value: -14.461717954593158 - type: nauc_mrr_at_100_diff1 value: 76.8263363557998 - type: nauc_mrr_at_100_max value: 71.86874522368626 - type: nauc_mrr_at_100_std value: -14.437105168707426 - type: nauc_mrr_at_10_diff1 value: 76.75522453447859 - type: nauc_mrr_at_10_max value: 71.87677500176706 - type: nauc_mrr_at_10_std value: -14.741331625103559 - type: nauc_mrr_at_1_diff1 value: 79.65642669321981 - type: nauc_mrr_at_1_max value: 69.89135358784799 - type: nauc_mrr_at_1_std value: -15.919357002229589 - type: nauc_mrr_at_20_diff1 value: 76.78883171270601 - type: nauc_mrr_at_20_max value: 71.89806887245291 - type: nauc_mrr_at_20_std value: -14.497139746907905 - type: nauc_mrr_at_3_diff1 value: 77.20562577450342 - type: nauc_mrr_at_3_max value: 71.80578229361525 - type: nauc_mrr_at_3_std value: -15.344134588512201 - type: nauc_mrr_at_5_diff1 value: 77.00480147367867 - type: nauc_mrr_at_5_max value: 71.98335924076163 - type: nauc_mrr_at_5_std value: -15.16537653041026 - type: nauc_ndcg_at_1000_diff1 value: 76.07802417817047 - type: nauc_ndcg_at_1000_max value: 72.31792804426776 - type: nauc_ndcg_at_1000_std value: -13.049160715132244 - type: nauc_ndcg_at_100_diff1 value: 75.63343849116544 - type: nauc_ndcg_at_100_max value: 72.48362076101817 - type: nauc_ndcg_at_100_std value: -12.089600993516777 - type: nauc_ndcg_at_10_diff1 value: 75.23387929929208 - type: nauc_ndcg_at_10_max value: 72.51436288271807 - type: nauc_ndcg_at_10_std value: -13.624132103038104 - type: nauc_ndcg_at_1_diff1 value: 79.65642669321981 - type: nauc_ndcg_at_1_max value: 69.89135358784799 - type: nauc_ndcg_at_1_std value: -15.919357002229589 - type: nauc_ndcg_at_20_diff1 value: 75.32926047656296 - type: nauc_ndcg_at_20_max value: 72.61254165918145 - type: nauc_ndcg_at_20_std value: -12.683157599238701 - type: nauc_ndcg_at_3_diff1 value: 76.3089337665469 - type: nauc_ndcg_at_3_max value: 72.40014674426054 - type: nauc_ndcg_at_3_std value: -15.08624226353458 - type: nauc_ndcg_at_5_diff1 value: 75.88857331641834 - type: nauc_ndcg_at_5_max value: 72.7719386827224 - type: nauc_ndcg_at_5_std value: -14.70546521089236 - type: nauc_precision_at_1000_diff1 value: 59.66563879069911 - type: nauc_precision_at_1000_max value: 74.57123562956772 - type: nauc_precision_at_1000_std value: 58.61396866718965 - type: nauc_precision_at_100_diff1 value: 62.8695896550042 - type: nauc_precision_at_100_max value: 77.81408796785 - type: nauc_precision_at_100_std value: 23.819735672317826 - type: nauc_precision_at_10_diff1 value: 68.08051625224569 - type: nauc_precision_at_10_max value: 75.14432336036869 - type: nauc_precision_at_10_std value: -7.97602345252735 - type: nauc_precision_at_1_diff1 value: 79.65642669321981 - type: nauc_precision_at_1_max value: 69.89135358784799 - type: nauc_precision_at_1_std value: -15.919357002229589 - type: nauc_precision_at_20_diff1 value: 66.7168005185165 - type: nauc_precision_at_20_max value: 76.58522761697147 - type: nauc_precision_at_20_std value: -0.17923428317323292 - type: nauc_precision_at_3_diff1 value: 73.23394851561207 - type: nauc_precision_at_3_max value: 74.32517846819215 - type: nauc_precision_at_3_std value: -14.142301336188348 - type: nauc_precision_at_5_diff1 value: 71.5666882547012 - type: nauc_precision_at_5_max value: 75.71098205440033 - type: nauc_precision_at_5_std value: -12.808362513638052 - type: nauc_recall_at_1000_diff1 value: 71.73736112325805 - type: nauc_recall_at_1000_max value: 86.70743436225898 - type: nauc_recall_at_1000_std value: 54.45802578371167 - type: nauc_recall_at_100_diff1 value: 64.07053861428128 - type: nauc_recall_at_100_max value: 78.8348308099261 - type: nauc_recall_at_100_std value: 22.72263677785103 - type: nauc_recall_at_10_diff1 value: 68.20272901407903 - type: nauc_recall_at_10_max value: 75.16315335381938 - type: nauc_recall_at_10_std value: -8.060716748913386 - type: nauc_recall_at_1_diff1 value: 79.64060747740989 - type: nauc_recall_at_1_max value: 69.84278563569617 - type: nauc_recall_at_1_std value: -15.936904929655832 - type: nauc_recall_at_20_diff1 value: 66.88206981973654 - type: nauc_recall_at_20_max value: 76.54824917595687 - type: nauc_recall_at_20_std value: -0.40294589316962287 - type: nauc_recall_at_3_diff1 value: 73.33076087258938 - type: nauc_recall_at_3_max value: 74.33763112508771 - type: nauc_recall_at_3_std value: -14.213355414905399 - type: nauc_recall_at_5_diff1 value: 71.67487623469464 - type: nauc_recall_at_5_max value: 75.72770292516316 - type: nauc_recall_at_5_std value: -12.887572274644818 - type: ndcg_at_1 value: 58.56400000000001 - type: ndcg_at_10 value: 69.298 - type: ndcg_at_100 value: 71.95899999999999 - type: ndcg_at_1000 value: 72.735 - type: ndcg_at_20 value: 70.50699999999999 - type: ndcg_at_3 value: 65.81700000000001 - type: ndcg_at_5 value: 67.681 - type: precision_at_1 value: 58.56400000000001 - type: precision_at_10 value: 8.039 - type: precision_at_100 value: 0.931 - type: precision_at_1000 value: 0.099 - type: precision_at_20 value: 4.259 - type: precision_at_3 value: 23.65 - type: precision_at_5 value: 15.09 - type: recall_at_1 value: 58.553 - type: recall_at_10 value: 80.368 - type: recall_at_100 value: 93.013 - type: recall_at_1000 value: 99.092 - type: recall_at_20 value: 85.143 - type: recall_at_3 value: 70.928 - type: recall_at_5 value: 75.42699999999999 task: type: Retrieval - dataset: config: eng-spa name: MTEB MLQARetrieval (eng-spa) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 66.374 - type: map_at_1 value: 55.494 - type: map_at_10 value: 62.763999999999996 - type: map_at_100 value: 63.33 - type: map_at_1000 value: 63.36000000000001 - type: map_at_20 value: 63.104000000000006 - type: map_at_3 value: 61.065000000000005 - type: map_at_5 value: 62.053000000000004 - type: mrr_at_1 value: 55.49419158255571 - type: mrr_at_10 value: 62.765195140457095 - type: mrr_at_100 value: 63.33083349354529 - type: mrr_at_1000 value: 63.3611897014839 - type: mrr_at_20 value: 63.10543590095977 - type: mrr_at_3 value: 61.06455913159412 - type: mrr_at_5 value: 62.052942296705474 - type: nauc_map_at_1000_diff1 value: 75.04200018088618 - type: nauc_map_at_1000_max value: 70.49937782771909 - type: nauc_map_at_1000_std value: -5.257206317083184 - type: nauc_map_at_100_diff1 value: 75.02786834256312 - type: nauc_map_at_100_max value: 70.5016476500189 - type: nauc_map_at_100_std value: -5.228770832077681 - type: nauc_map_at_10_diff1 value: 74.9626552701647 - type: nauc_map_at_10_max value: 70.56253732243214 - type: nauc_map_at_10_std value: -5.359037281768563 - type: nauc_map_at_1_diff1 value: 78.46858307815857 - type: nauc_map_at_1_max value: 69.03908373759435 - type: nauc_map_at_1_std value: -7.479412070736642 - type: nauc_map_at_20_diff1 value: 74.98121458084796 - type: nauc_map_at_20_max value: 70.51885366822565 - type: nauc_map_at_20_std value: -5.286051287133815 - type: nauc_map_at_3_diff1 value: 75.36078454383373 - type: nauc_map_at_3_max value: 70.34997144546014 - type: nauc_map_at_3_std value: -6.663517224039184 - type: nauc_map_at_5_diff1 value: 75.0274512828238 - type: nauc_map_at_5_max value: 70.45292551591874 - type: nauc_map_at_5_std value: -6.029224488640147 - type: nauc_mrr_at_1000_diff1 value: 75.04018768469983 - type: nauc_mrr_at_1000_max value: 70.49855509132635 - type: nauc_mrr_at_1000_std value: -5.258929961409948 - type: nauc_mrr_at_100_diff1 value: 75.02605732810112 - type: nauc_mrr_at_100_max value: 70.50082584929103 - type: nauc_mrr_at_100_std value: -5.2304917988542154 - type: nauc_mrr_at_10_diff1 value: 74.96079080525713 - type: nauc_mrr_at_10_max value: 70.56167294920391 - type: nauc_mrr_at_10_std value: -5.360650630655072 - type: nauc_mrr_at_1_diff1 value: 78.46858307815857 - type: nauc_mrr_at_1_max value: 69.03908373759435 - type: nauc_mrr_at_1_std value: -7.479412070736642 - type: nauc_mrr_at_20_diff1 value: 74.97939804960517 - type: nauc_mrr_at_20_max value: 70.51804078965411 - type: nauc_mrr_at_20_std value: -5.287681954889177 - type: nauc_mrr_at_3_diff1 value: 75.36078454383373 - type: nauc_mrr_at_3_max value: 70.34997144546014 - type: nauc_mrr_at_3_std value: -6.663517224039184 - type: nauc_mrr_at_5_diff1 value: 75.0274512828238 - type: nauc_mrr_at_5_max value: 70.45292551591874 - type: nauc_mrr_at_5_std value: -6.029224488640147 - type: nauc_ndcg_at_1000_diff1 value: 74.22106834748942 - type: nauc_ndcg_at_1000_max value: 70.93625922934912 - type: nauc_ndcg_at_1000_std value: -3.4878399005946017 - type: nauc_ndcg_at_100_diff1 value: 73.74068883646733 - type: nauc_ndcg_at_100_max value: 71.02357018347472 - type: nauc_ndcg_at_100_std value: -2.462293184201324 - type: nauc_ndcg_at_10_diff1 value: 73.40967965536565 - type: nauc_ndcg_at_10_max value: 71.29379828672067 - type: nauc_ndcg_at_10_std value: -3.295547756383108 - type: nauc_ndcg_at_1_diff1 value: 78.46858307815857 - type: nauc_ndcg_at_1_max value: 69.03908373759435 - type: nauc_ndcg_at_1_std value: -7.479412070736642 - type: nauc_ndcg_at_20_diff1 value: 73.45790057693699 - type: nauc_ndcg_at_20_max value: 71.16598432419126 - type: nauc_ndcg_at_20_std value: -2.962877157646097 - type: nauc_ndcg_at_3_diff1 value: 74.30696173964847 - type: nauc_ndcg_at_3_max value: 70.79878978459556 - type: nauc_ndcg_at_3_std value: -6.297286578628299 - type: nauc_ndcg_at_5_diff1 value: 73.65858211199816 - type: nauc_ndcg_at_5_max value: 71.01122417463776 - type: nauc_ndcg_at_5_std value: -5.075990882646765 - type: nauc_precision_at_1000_diff1 value: 68.71065091972568 - type: nauc_precision_at_1000_max value: 81.38173585624777 - type: nauc_precision_at_1000_std value: 58.035497889797895 - type: nauc_precision_at_100_diff1 value: 61.93634256957017 - type: nauc_precision_at_100_max value: 74.84191770203093 - type: nauc_precision_at_100_std value: 31.3325983123831 - type: nauc_precision_at_10_diff1 value: 66.68247010944937 - type: nauc_precision_at_10_max value: 74.48773524654571 - type: nauc_precision_at_10_std value: 6.560421880785153 - type: nauc_precision_at_1_diff1 value: 78.46858307815857 - type: nauc_precision_at_1_max value: 69.03908373759435 - type: nauc_precision_at_1_std value: -7.479412070736642 - type: nauc_precision_at_20_diff1 value: 65.51592872758067 - type: nauc_precision_at_20_max value: 74.50684066823096 - type: nauc_precision_at_20_std value: 10.830479877698208 - type: nauc_precision_at_3_diff1 value: 70.89587884861588 - type: nauc_precision_at_3_max value: 72.25310558370424 - type: nauc_precision_at_3_std value: -5.0796100900749765 - type: nauc_precision_at_5_diff1 value: 68.71885719845497 - type: nauc_precision_at_5_max value: 73.02601751485672 - type: nauc_precision_at_5_std value: -1.4382681421626857 - type: nauc_recall_at_1000_diff1 value: 71.95510299834734 - type: nauc_recall_at_1000_max value: 84.03647166092985 - type: nauc_recall_at_1000_std value: 56.87490604776847 - type: nauc_recall_at_100_diff1 value: 62.446624924715955 - type: nauc_recall_at_100_max value: 75.25666892464507 - type: nauc_recall_at_100_std value: 31.068789794554686 - type: nauc_recall_at_10_diff1 value: 66.70676336328988 - type: nauc_recall_at_10_max value: 74.4963699656397 - type: nauc_recall_at_10_std value: 6.57498399706916 - type: nauc_recall_at_1_diff1 value: 78.46858307815857 - type: nauc_recall_at_1_max value: 69.03908373759435 - type: nauc_recall_at_1_std value: -7.479412070736642 - type: nauc_recall_at_20_diff1 value: 65.54082767974772 - type: nauc_recall_at_20_max value: 74.5111529838772 - type: nauc_recall_at_20_std value: 10.84574829707354 - type: nauc_recall_at_3_diff1 value: 70.89587884861584 - type: nauc_recall_at_3_max value: 72.25310558370421 - type: nauc_recall_at_3_std value: -5.07961009007491 - type: nauc_recall_at_5_diff1 value: 68.71885719845501 - type: nauc_recall_at_5_max value: 73.02601751485666 - type: nauc_recall_at_5_std value: -1.4382681421626995 - type: ndcg_at_1 value: 55.494 - type: ndcg_at_10 value: 66.374 - type: ndcg_at_100 value: 69.254 - type: ndcg_at_1000 value: 70.136 - type: ndcg_at_20 value: 67.599 - type: ndcg_at_3 value: 62.863 - type: ndcg_at_5 value: 64.644 - type: precision_at_1 value: 55.494 - type: precision_at_10 value: 7.776 - type: precision_at_100 value: 0.9159999999999999 - type: precision_at_1000 value: 0.099 - type: precision_at_20 value: 4.1290000000000004 - type: precision_at_3 value: 22.688 - type: precision_at_5 value: 14.477 - type: recall_at_1 value: 55.494 - type: recall_at_10 value: 77.747 - type: recall_at_100 value: 91.535 - type: recall_at_1000 value: 98.619 - type: recall_at_20 value: 82.565 - type: recall_at_3 value: 68.063 - type: recall_at_5 value: 72.386 task: type: Retrieval - dataset: config: eng-eng name: MTEB MLQARetrieval (eng-eng) revision: 397ed406c1a7902140303e7faf60fff35b58d285 split: test type: facebook/mlqa metrics: - type: main_score value: 64.723 - type: map_at_1 value: 54.308 - type: map_at_10 value: 61.26200000000001 - type: map_at_100 value: 61.82299999999999 - type: map_at_1000 value: 61.856 - type: map_at_20 value: 61.575 - type: map_at_3 value: 59.565 - type: map_at_5 value: 60.561 - type: mrr_at_1 value: 54.31704368848212 - type: mrr_at_10 value: 61.26520216098834 - type: mrr_at_100 value: 61.82588321127103 - type: mrr_at_1000 value: 61.859333030574334 - type: mrr_at_20 value: 61.57780339921337 - type: mrr_at_3 value: 59.569446842801646 - type: mrr_at_5 value: 60.56323029989004 - type: nauc_map_at_1000_diff1 value: 74.21413722468635 - type: nauc_map_at_1000_max value: 70.41741227882316 - type: nauc_map_at_1000_std value: -2.5438707209848506 - type: nauc_map_at_100_diff1 value: 74.19812315947975 - type: nauc_map_at_100_max value: 70.41589146728445 - type: nauc_map_at_100_std value: -2.5336117059429553 - type: nauc_map_at_10_diff1 value: 74.21810561152937 - type: nauc_map_at_10_max value: 70.48816115200171 - type: nauc_map_at_10_std value: -2.7443834681406734 - type: nauc_map_at_1_diff1 value: 77.69378738778958 - type: nauc_map_at_1_max value: 68.64652310701173 - type: nauc_map_at_1_std value: -4.667071946448379 - type: nauc_map_at_20_diff1 value: 74.16105697562438 - type: nauc_map_at_20_max value: 70.42491994631179 - type: nauc_map_at_20_std value: -2.6070416022440472 - type: nauc_map_at_3_diff1 value: 74.60449392878863 - type: nauc_map_at_3_max value: 70.39888609914269 - type: nauc_map_at_3_std value: -3.5401151125723986 - type: nauc_map_at_5_diff1 value: 74.2423420992663 - type: nauc_map_at_5_max value: 70.36574501826757 - type: nauc_map_at_5_std value: -3.2707393116898964 - type: nauc_mrr_at_1000_diff1 value: 74.21029843731323 - type: nauc_mrr_at_1000_max value: 70.43020492688913 - type: nauc_mrr_at_1000_std value: -2.526895582202081 - type: nauc_mrr_at_100_diff1 value: 74.19440960479243 - type: nauc_mrr_at_100_max value: 70.4288998824232 - type: nauc_mrr_at_100_std value: -2.5160929945118107 - type: nauc_mrr_at_10_diff1 value: 74.2141357266166 - type: nauc_mrr_at_10_max value: 70.5005683347807 - type: nauc_mrr_at_10_std value: -2.727154557882168 - type: nauc_mrr_at_1_diff1 value: 77.69891248239793 - type: nauc_mrr_at_1_max value: 68.68255231164922 - type: nauc_mrr_at_1_std value: -4.630226727154317 - type: nauc_mrr_at_20_diff1 value: 74.15705434409723 - type: nauc_mrr_at_20_max value: 70.43741835972747 - type: nauc_mrr_at_20_std value: -2.5896756472464495 - type: nauc_mrr_at_3_diff1 value: 74.5981844349412 - type: nauc_mrr_at_3_max value: 70.41834937080564 - type: nauc_mrr_at_3_std value: -3.5161656408031163 - type: nauc_mrr_at_5_diff1 value: 74.23847535424844 - type: nauc_mrr_at_5_max value: 70.37763810013656 - type: nauc_mrr_at_5_std value: -3.2560955164581733 - type: nauc_ndcg_at_1000_diff1 value: 73.20994496725493 - type: nauc_ndcg_at_1000_max value: 70.8903016277125 - type: nauc_ndcg_at_1000_std value: -0.625772298462309 - type: nauc_ndcg_at_100_diff1 value: 72.6847141682645 - type: nauc_ndcg_at_100_max value: 70.86564422034162 - type: nauc_ndcg_at_100_std value: -0.07195786766326141 - type: nauc_ndcg_at_10_diff1 value: 72.78806493754281 - type: nauc_ndcg_at_10_max value: 71.21957067926769 - type: nauc_ndcg_at_10_std value: -1.2760418313382227 - type: nauc_ndcg_at_1_diff1 value: 77.69891248239793 - type: nauc_ndcg_at_1_max value: 68.68255231164922 - type: nauc_ndcg_at_1_std value: -4.630226727154317 - type: nauc_ndcg_at_20_diff1 value: 72.52082440882546 - type: nauc_ndcg_at_20_max value: 70.98185004796734 - type: nauc_ndcg_at_20_std value: -0.6908280874815464 - type: nauc_ndcg_at_3_diff1 value: 73.59870660843939 - type: nauc_ndcg_at_3_max value: 70.94391957288654 - type: nauc_ndcg_at_3_std value: -3.147723179140428 - type: nauc_ndcg_at_5_diff1 value: 72.90122868193457 - type: nauc_ndcg_at_5_max value: 70.89376368965165 - type: nauc_ndcg_at_5_std value: -2.6451807385626744 - type: nauc_precision_at_1000_diff1 value: 58.14737201864067 - type: nauc_precision_at_1000_max value: 78.79011251144826 - type: nauc_precision_at_1000_std value: 59.98985420476577 - type: nauc_precision_at_100_diff1 value: 59.21069121644552 - type: nauc_precision_at_100_max value: 73.00557835912306 - type: nauc_precision_at_100_std value: 26.85027406282173 - type: nauc_precision_at_10_diff1 value: 66.8760831023675 - type: nauc_precision_at_10_max value: 74.21167950452596 - type: nauc_precision_at_10_std value: 5.453652499335947 - type: nauc_precision_at_1_diff1 value: 77.69891248239793 - type: nauc_precision_at_1_max value: 68.68255231164922 - type: nauc_precision_at_1_std value: -4.630226727154317 - type: nauc_precision_at_20_diff1 value: 64.3118559132602 - type: nauc_precision_at_20_max value: 73.33078184673825 - type: nauc_precision_at_20_std value: 9.993299523049402 - type: nauc_precision_at_3_diff1 value: 70.38667185155593 - type: nauc_precision_at_3_max value: 72.66495006030951 - type: nauc_precision_at_3_std value: -1.8532839591326276 - type: nauc_precision_at_5_diff1 value: 68.12161337583686 - type: nauc_precision_at_5_max value: 72.65644960375046 - type: nauc_precision_at_5_std value: -0.33317164167012875 - type: nauc_recall_at_1000_diff1 value: 61.63204394739985 - type: nauc_recall_at_1000_max value: 81.77241537319897 - type: nauc_recall_at_1000_std value: 58.44841544062308 - type: nauc_recall_at_100_diff1 value: 59.72072697224705 - type: nauc_recall_at_100_max value: 73.28519507061553 - type: nauc_recall_at_100_std value: 26.27318390763456 - type: nauc_recall_at_10_diff1 value: 66.9757135465418 - type: nauc_recall_at_10_max value: 74.21919493374149 - type: nauc_recall_at_10_std value: 5.323369605377166 - type: nauc_recall_at_1_diff1 value: 77.69378738778958 - type: nauc_recall_at_1_max value: 68.64652310701173 - type: nauc_recall_at_1_std value: -4.667071946448379 - type: nauc_recall_at_20_diff1 value: 64.42290081731899 - type: nauc_recall_at_20_max value: 73.3358289439033 - type: nauc_recall_at_20_std value: 9.846598361586073 - type: nauc_recall_at_3_diff1 value: 70.41211290964785 - type: nauc_recall_at_3_max value: 72.64451776775402 - type: nauc_recall_at_3_std value: -1.916280959835826 - type: nauc_recall_at_5_diff1 value: 68.20695272727916 - type: nauc_recall_at_5_max value: 72.66404224006101 - type: nauc_recall_at_5_std value: -0.431125323007886 - type: ndcg_at_1 value: 54.31700000000001 - type: ndcg_at_10 value: 64.723 - type: ndcg_at_100 value: 67.648 - type: ndcg_at_1000 value: 68.619 - type: ndcg_at_20 value: 65.85499999999999 - type: ndcg_at_3 value: 61.244 - type: ndcg_at_5 value: 63.038000000000004 - type: precision_at_1 value: 54.31700000000001 - type: precision_at_10 value: 7.564 - type: precision_at_100 value: 0.898 - type: precision_at_1000 value: 0.098 - type: precision_at_20 value: 4.005 - type: precision_at_3 value: 22.034000000000002 - type: precision_at_5 value: 14.093 - type: recall_at_1 value: 54.308 - type: recall_at_10 value: 75.622 - type: recall_at_100 value: 89.744 - type: recall_at_1000 value: 97.539 - type: recall_at_20 value: 80.085 - type: recall_at_3 value: 66.09 - type: recall_at_5 value: 70.446 task: type: Retrieval - dataset: config: de name: MTEB MLSUMClusteringP2P (de) revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 split: test type: reciTAL/mlsum metrics: - type: main_score value: 41.267647761702854 - type: v_measure value: 41.267647761702854 - type: v_measure_std value: 10.93390895077248 task: type: Clustering - dataset: config: fr name: MTEB MLSUMClusteringP2P (fr) revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 split: test type: reciTAL/mlsum metrics: - type: main_score value: 44.68714862333979 - type: v_measure value: 44.68714862333979 - type: v_measure_std value: 1.811036989797814 task: type: Clustering - dataset: config: ru name: MTEB MLSUMClusteringP2P (ru) revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 split: test type: reciTAL/mlsum metrics: - type: main_score value: 41.92518785753813 - type: v_measure value: 41.92518785753813 - type: v_measure_std value: 5.9356661900220775 task: type: Clustering - dataset: config: es name: MTEB MLSUMClusteringP2P (es) revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 split: test type: reciTAL/mlsum metrics: - type: main_score value: 48.69875719812033 - type: v_measure value: 48.69875719812033 - type: v_measure_std value: 1.204253881950113 task: type: Clustering - dataset: config: de name: MTEB MLSUMClusteringS2S (de) revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 split: test type: reciTAL/mlsum metrics: - type: main_score value: 40.07927325071353 - type: v_measure value: 40.07927325071353 - type: v_measure_std value: 9.296680835266145 task: type: Clustering - dataset: config: fr name: MTEB MLSUMClusteringS2S (fr) revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 split: test type: reciTAL/mlsum metrics: - type: main_score value: 44.88484854069901 - type: v_measure value: 44.88484854069901 - type: v_measure_std value: 2.3704247819781843 task: type: Clustering - dataset: config: ru name: MTEB MLSUMClusteringS2S (ru) revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 split: test type: reciTAL/mlsum metrics: - type: main_score value: 43.97657450929179 - type: v_measure value: 43.97657450929179 - type: v_measure_std value: 6.087547931333613 task: type: Clustering - dataset: config: es name: MTEB MLSUMClusteringS2S (es) revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 split: test type: reciTAL/mlsum metrics: - type: main_score value: 48.41108671948728 - type: v_measure value: 48.41108671948728 - type: v_measure_std value: 1.3848320630151243 task: type: Clustering - dataset: config: default name: MTEB MMarcoReranking (default) revision: 8e0c766dbe9e16e1d221116a3f36795fbade07f6 split: dev type: C-MTEB/Mmarco-reranking metrics: - type: map value: 21.050447576170395 - type: mrr value: 20.201984126984126 - type: main_score value: 21.050447576170395 task: type: Reranking - dataset: config: default name: MTEB MMarcoRetrieval (default) revision: 539bbde593d947e2a124ba72651aafc09eb33fc2 split: dev type: C-MTEB/MMarcoRetrieval metrics: - type: main_score value: 79.687 - type: map_at_1 value: 66.872 - type: map_at_10 value: 75.949 - type: map_at_100 value: 76.25 - type: map_at_1000 value: 76.259 - type: map_at_20 value: 76.145 - type: map_at_3 value: 74.01299999999999 - type: map_at_5 value: 75.232 - type: mrr_at_1 value: 69.18338108882521 - type: mrr_at_10 value: 76.5424227952881 - type: mrr_at_100 value: 76.8019342792628 - type: mrr_at_1000 value: 76.81002278342808 - type: mrr_at_20 value: 76.7115234815896 - type: mrr_at_3 value: 74.83046800382044 - type: mrr_at_5 value: 75.88490926456515 - type: nauc_map_at_1000_diff1 value: 78.06933310424179 - type: nauc_map_at_1000_max value: 49.392948209665896 - type: nauc_map_at_1000_std value: -15.126109322591166 - type: nauc_map_at_100_diff1 value: 78.06612779298378 - type: nauc_map_at_100_max value: 49.40761618630397 - type: nauc_map_at_100_std value: -15.099282408159349 - type: nauc_map_at_10_diff1 value: 77.94565685470538 - type: nauc_map_at_10_max value: 49.50559610363201 - type: nauc_map_at_10_std value: -15.182130695916355 - type: nauc_map_at_1_diff1 value: 79.84814509858211 - type: nauc_map_at_1_max value: 40.78978466656547 - type: nauc_map_at_1_std value: -19.96189264026715 - type: nauc_map_at_20_diff1 value: 78.03597839981245 - type: nauc_map_at_20_max value: 49.49477427223376 - type: nauc_map_at_20_std value: -15.084990000838378 - type: nauc_map_at_3_diff1 value: 78.0637014655507 - type: nauc_map_at_3_max value: 48.63214001973341 - type: nauc_map_at_3_std value: -17.093950563306596 - type: nauc_map_at_5_diff1 value: 77.94068229240348 - type: nauc_map_at_5_max value: 49.38930719689204 - type: nauc_map_at_5_std value: -15.9919454201954 - type: nauc_mrr_at_1000_diff1 value: 78.34582398092816 - type: nauc_mrr_at_1000_max value: 49.623566992784156 - type: nauc_mrr_at_1000_std value: -14.381347765493265 - type: nauc_mrr_at_100_diff1 value: 78.3429966714221 - type: nauc_mrr_at_100_max value: 49.63684922240546 - type: nauc_mrr_at_100_std value: -14.354914066301236 - type: nauc_mrr_at_10_diff1 value: 78.2208070219624 - type: nauc_mrr_at_10_max value: 49.77720536573364 - type: nauc_mrr_at_10_std value: -14.316233764741812 - type: nauc_mrr_at_1_diff1 value: 80.22305496572142 - type: nauc_mrr_at_1_max value: 44.30231210192536 - type: nauc_mrr_at_1_std value: -18.942549914934492 - type: nauc_mrr_at_20_diff1 value: 78.31006724240147 - type: nauc_mrr_at_20_max value: 49.72338465276142 - type: nauc_mrr_at_20_std value: -14.30722621948953 - type: nauc_mrr_at_3_diff1 value: 78.39832634634523 - type: nauc_mrr_at_3_max value: 49.24985961036677 - type: nauc_mrr_at_3_std value: -15.966286866763191 - type: nauc_mrr_at_5_diff1 value: 78.2406507247798 - type: nauc_mrr_at_5_max value: 49.71276359754787 - type: nauc_mrr_at_5_std value: -14.979526226149698 - type: nauc_ndcg_at_1000_diff1 value: 77.74892471071016 - type: nauc_ndcg_at_1000_max value: 51.11543344053061 - type: nauc_ndcg_at_1000_std value: -12.208878737005096 - type: nauc_ndcg_at_100_diff1 value: 77.67462502211228 - type: nauc_ndcg_at_100_max value: 51.593977338939034 - type: nauc_ndcg_at_100_std value: -11.312126179513802 - type: nauc_ndcg_at_10_diff1 value: 77.0571291760012 - type: nauc_ndcg_at_10_max value: 52.35435572808972 - type: nauc_ndcg_at_10_std value: -11.33242546164059 - type: nauc_ndcg_at_1_diff1 value: 80.22305496572142 - type: nauc_ndcg_at_1_max value: 44.30231210192536 - type: nauc_ndcg_at_1_std value: -18.942549914934492 - type: nauc_ndcg_at_20_diff1 value: 77.4141216117471 - type: nauc_ndcg_at_20_max value: 52.340600871365375 - type: nauc_ndcg_at_20_std value: -10.989010161550912 - type: nauc_ndcg_at_3_diff1 value: 77.43971989259062 - type: nauc_ndcg_at_3_max value: 50.59251358320663 - type: nauc_ndcg_at_3_std value: -15.59337960636058 - type: nauc_ndcg_at_5_diff1 value: 77.12174287031847 - type: nauc_ndcg_at_5_max value: 51.97108510288907 - type: nauc_ndcg_at_5_std value: -13.474902612427167 - type: nauc_precision_at_1000_diff1 value: -19.36793534929367 - type: nauc_precision_at_1000_max value: 11.803383262344036 - type: nauc_precision_at_1000_std value: 24.304436015177046 - type: nauc_precision_at_100_diff1 value: -6.273790806909921 - type: nauc_precision_at_100_max value: 23.372606271300747 - type: nauc_precision_at_100_std value: 29.085768971612342 - type: nauc_precision_at_10_diff1 value: 21.67045907336595 - type: nauc_precision_at_10_max value: 41.68948432407223 - type: nauc_precision_at_10_std value: 17.837055074458092 - type: nauc_precision_at_1_diff1 value: 80.22305496572142 - type: nauc_precision_at_1_max value: 44.30231210192536 - type: nauc_precision_at_1_std value: -18.942549914934492 - type: nauc_precision_at_20_diff1 value: 12.577671896684803 - type: nauc_precision_at_20_max value: 37.44944702246691 - type: nauc_precision_at_20_std value: 23.635897665206087 - type: nauc_precision_at_3_diff1 value: 47.165335112814056 - type: nauc_precision_at_3_max value: 47.0458691263379 - type: nauc_precision_at_3_std value: -3.3181861146890217 - type: nauc_precision_at_5_diff1 value: 35.406205343514806 - type: nauc_precision_at_5_max value: 45.56549449285401 - type: nauc_precision_at_5_std value: 5.612378074562386 - type: nauc_recall_at_1000_diff1 value: 72.32762520815842 - type: nauc_recall_at_1000_max value: 85.64979256307343 - type: nauc_recall_at_1000_std value: 73.61925297037476 - type: nauc_recall_at_100_diff1 value: 72.31946328709962 - type: nauc_recall_at_100_max value: 83.76576070068353 - type: nauc_recall_at_100_std value: 57.39376538662535 - type: nauc_recall_at_10_diff1 value: 69.51307788072499 - type: nauc_recall_at_10_max value: 69.60124733654142 - type: nauc_recall_at_10_std value: 13.483540424716892 - type: nauc_recall_at_1_diff1 value: 79.84814509858211 - type: nauc_recall_at_1_max value: 40.78978466656547 - type: nauc_recall_at_1_std value: -19.96189264026715 - type: nauc_recall_at_20_diff1 value: 70.92168324710599 - type: nauc_recall_at_20_max value: 76.09106252420084 - type: nauc_recall_at_20_std value: 25.406842300761447 - type: nauc_recall_at_3_diff1 value: 74.1212680517145 - type: nauc_recall_at_3_max value: 56.24921832879403 - type: nauc_recall_at_3_std value: -11.55542913578436 - type: nauc_recall_at_5_diff1 value: 72.31262959872993 - type: nauc_recall_at_5_max value: 62.761214896697915 - type: nauc_recall_at_5_std value: -3.280167584070396 - type: ndcg_at_1 value: 69.18299999999999 - type: ndcg_at_10 value: 79.687 - type: ndcg_at_100 value: 81.062 - type: ndcg_at_1000 value: 81.312 - type: ndcg_at_20 value: 80.34599999999999 - type: ndcg_at_3 value: 75.98700000000001 - type: ndcg_at_5 value: 78.039 - type: precision_at_1 value: 69.18299999999999 - type: precision_at_10 value: 9.636 - type: precision_at_100 value: 1.0330000000000001 - type: precision_at_1000 value: 0.105 - type: precision_at_20 value: 4.958 - type: precision_at_3 value: 28.515 - type: precision_at_5 value: 18.201 - type: recall_at_1 value: 66.872 - type: recall_at_10 value: 90.688 - type: recall_at_100 value: 96.99 - type: recall_at_1000 value: 98.958 - type: recall_at_20 value: 93.21199999999999 - type: recall_at_3 value: 80.84599999999999 - type: recall_at_5 value: 85.732 task: type: Retrieval - dataset: config: default name: MTEB MSMARCO (default) revision: c5a29a104738b98a9e76336939199e264163d4a0 split: dev type: mteb/msmarco metrics: - type: map_at_1 value: 21.861 - type: map_at_10 value: 34.008 - type: map_at_100 value: 35.174 - type: map_at_1000 value: 35.224 - type: map_at_20 value: 34.705999999999996 - type: map_at_3 value: 30.209000000000003 - type: map_at_5 value: 32.351 - type: mrr_at_1 value: 22.493 - type: mrr_at_10 value: 34.583999999999996 - type: mrr_at_100 value: 35.691 - type: mrr_at_1000 value: 35.736000000000004 - type: mrr_at_20 value: 35.257 - type: mrr_at_3 value: 30.85 - type: mrr_at_5 value: 32.962 - type: ndcg_at_1 value: 22.493 - type: ndcg_at_10 value: 40.815 - type: ndcg_at_100 value: 46.483999999999995 - type: ndcg_at_1000 value: 47.73 - type: ndcg_at_20 value: 43.302 - type: ndcg_at_3 value: 33.056000000000004 - type: ndcg_at_5 value: 36.879 - type: precision_at_1 value: 22.493 - type: precision_at_10 value: 6.465999999999999 - type: precision_at_100 value: 0.932 - type: precision_at_1000 value: 0.104 - type: precision_at_20 value: 3.752 - type: precision_at_3 value: 14.069 - type: precision_at_5 value: 10.384 - type: recall_at_1 value: 21.861 - type: recall_at_10 value: 61.781 - type: recall_at_100 value: 88.095 - type: recall_at_1000 value: 97.625 - type: recall_at_20 value: 71.44500000000001 - type: recall_at_3 value: 40.653 - type: recall_at_5 value: 49.841 - type: main_score value: 40.815 task: type: Retrieval - dataset: config: en name: MTEB MTOPDomainClassification (en) revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf split: test type: mteb/mtop_domain metrics: - type: accuracy value: 97.4874601003192 - type: f1 value: 97.19067544931094 - type: f1_weighted value: 97.49331776181019 - type: main_score value: 97.4874601003192 task: type: Classification - dataset: config: de name: MTEB MTOPDomainClassification (de) revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf split: test type: mteb/mtop_domain metrics: - type: accuracy value: 96.89489997182305 - type: f1 value: 96.51138586512977 - type: f1_weighted value: 96.89723065967186 - type: main_score value: 96.89489997182305 task: type: Classification - dataset: config: es name: MTEB MTOPDomainClassification (es) revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf split: test type: mteb/mtop_domain metrics: - type: accuracy value: 97.17144763175452 - type: f1 value: 96.81785681878274 - type: f1_weighted value: 97.1778974586874 - type: main_score value: 97.17144763175452 task: type: Classification - dataset: config: fr name: MTEB MTOPDomainClassification (fr) revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf split: test type: mteb/mtop_domain metrics: - type: accuracy value: 96.30128405887879 - type: f1 value: 95.94555923088487 - type: f1_weighted value: 96.30399416794926 - type: main_score value: 96.30128405887879 task: type: Classification - dataset: config: en name: MTEB MTOPIntentClassification (en) revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba split: test type: mteb/mtop_intent metrics: - type: accuracy value: 84.53488372093022 - type: f1 value: 61.77995074251401 - type: f1_weighted value: 86.8005170485101 - type: main_score value: 84.53488372093022 task: type: Classification - dataset: config: de name: MTEB MTOPIntentClassification (de) revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba split: test type: mteb/mtop_intent metrics: - type: accuracy value: 80.79459002535924 - type: f1 value: 56.08938302001448 - type: f1_weighted value: 83.66582131948252 - type: main_score value: 80.79459002535924 task: type: Classification - dataset: config: es name: MTEB MTOPIntentClassification (es) revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba split: test type: mteb/mtop_intent metrics: - type: accuracy value: 84.7765176784523 - type: f1 value: 61.39860057885528 - type: f1_weighted value: 86.94881745670745 - type: main_score value: 84.7765176784523 task: type: Classification - dataset: config: fr name: MTEB MTOPIntentClassification (fr) revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba split: test type: mteb/mtop_intent metrics: - type: accuracy value: 82.2079549013467 - type: f1 value: 59.90260478749016 - type: f1_weighted value: 84.36861708593257 - type: main_score value: 82.2079549013467 task: type: Classification - dataset: config: eng name: MTEB MasakhaNEWSClassification (eng) revision: 18193f187b92da67168c655c9973a165ed9593dd split: test type: mteb/masakhanews metrics: - type: accuracy value: 74.98945147679325 - type: f1 value: 74.3157483560261 - type: f1_weighted value: 75.01179008904884 - type: main_score value: 74.98945147679325 task: type: Classification - dataset: config: fra name: MTEB MasakhaNEWSClassification (fra) revision: 18193f187b92da67168c655c9973a165ed9593dd split: test type: mteb/masakhanews metrics: - type: accuracy value: 74.02843601895735 - type: f1 value: 70.40326349620732 - type: f1_weighted value: 74.6596277063484 - type: main_score value: 74.02843601895735 task: type: Classification - dataset: config: amh name: MTEB MasakhaNEWSClusteringP2P (amh) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 69.45780291725053 - type: v_measure value: 69.45780291725053 - type: v_measure_std value: 36.54340055904091 task: type: Clustering - dataset: config: eng name: MTEB MasakhaNEWSClusteringP2P (eng) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 64.88996119332239 - type: v_measure value: 64.88996119332239 - type: v_measure_std value: 30.017223408197268 task: type: Clustering - dataset: config: fra name: MTEB MasakhaNEWSClusteringP2P (fra) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 42.362383958691666 - type: v_measure value: 42.362383958691666 - type: v_measure_std value: 37.61076788039063 task: type: Clustering - dataset: config: hau name: MTEB MasakhaNEWSClusteringP2P (hau) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 43.29201252405562 - type: v_measure value: 43.29201252405562 - type: v_measure_std value: 34.31987945146255 task: type: Clustering - dataset: config: ibo name: MTEB MasakhaNEWSClusteringP2P (ibo) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 33.59926542995238 - type: v_measure value: 33.59926542995238 - type: v_measure_std value: 35.70048601084112 task: type: Clustering - dataset: config: lin name: MTEB MasakhaNEWSClusteringP2P (lin) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 67.58487601893106 - type: v_measure value: 67.58487601893106 - type: v_measure_std value: 35.16784970777931 task: type: Clustering - dataset: config: lug name: MTEB MasakhaNEWSClusteringP2P (lug) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 50.01220872023533 - type: v_measure value: 50.01220872023533 - type: v_measure_std value: 41.87411574676182 task: type: Clustering - dataset: config: orm name: MTEB MasakhaNEWSClusteringP2P (orm) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 29.007847502598317 - type: v_measure value: 29.007847502598317 - type: v_measure_std value: 38.374997395079994 task: type: Clustering - dataset: config: pcm name: MTEB MasakhaNEWSClusteringP2P (pcm) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 79.13520228554611 - type: v_measure value: 79.13520228554611 - type: v_measure_std value: 18.501843848275183 task: type: Clustering - dataset: config: run name: MTEB MasakhaNEWSClusteringP2P (run) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 60.317213909746656 - type: v_measure value: 60.317213909746656 - type: v_measure_std value: 36.500281823747386 task: type: Clustering - dataset: config: sna name: MTEB MasakhaNEWSClusteringP2P (sna) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 59.395277358240946 - type: v_measure value: 59.395277358240946 - type: v_measure_std value: 37.500916816164654 task: type: Clustering - dataset: config: som name: MTEB MasakhaNEWSClusteringP2P (som) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 38.18638688704302 - type: v_measure value: 38.18638688704302 - type: v_measure_std value: 35.453681137564466 task: type: Clustering - dataset: config: swa name: MTEB MasakhaNEWSClusteringP2P (swa) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 29.49230755729658 - type: v_measure value: 29.49230755729658 - type: v_measure_std value: 28.284313285264645 task: type: Clustering - dataset: config: tir name: MTEB MasakhaNEWSClusteringP2P (tir) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 60.632258622750115 - type: v_measure value: 60.632258622750115 - type: v_measure_std value: 34.429711214740564 task: type: Clustering - dataset: config: xho name: MTEB MasakhaNEWSClusteringP2P (xho) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 41.76322918806381 - type: v_measure value: 41.76322918806381 - type: v_measure_std value: 36.43245296200775 task: type: Clustering - dataset: config: yor name: MTEB MasakhaNEWSClusteringP2P (yor) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 33.17083910808645 - type: v_measure value: 33.17083910808645 - type: v_measure_std value: 34.87547994284835 task: type: Clustering - dataset: config: amh name: MTEB MasakhaNEWSClusteringS2S (amh) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 60.95132147787602 - type: v_measure value: 60.95132147787602 - type: v_measure_std value: 37.330148394033365 task: type: Clustering - dataset: config: eng name: MTEB MasakhaNEWSClusteringS2S (eng) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 60.974810831426595 - type: v_measure value: 60.974810831426595 - type: v_measure_std value: 24.934675467507827 task: type: Clustering - dataset: config: fra name: MTEB MasakhaNEWSClusteringS2S (fra) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 44.479206673553335 - type: v_measure value: 44.479206673553335 - type: v_measure_std value: 32.58254804499339 task: type: Clustering - dataset: config: hau name: MTEB MasakhaNEWSClusteringS2S (hau) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 26.4742082741682 - type: v_measure value: 26.4742082741682 - type: v_measure_std value: 22.344929192323097 task: type: Clustering - dataset: config: ibo name: MTEB MasakhaNEWSClusteringS2S (ibo) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 38.906129911741985 - type: v_measure value: 38.906129911741985 - type: v_measure_std value: 34.785601792668444 task: type: Clustering - dataset: config: lin name: MTEB MasakhaNEWSClusteringS2S (lin) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 62.60982020876592 - type: v_measure value: 62.60982020876592 - type: v_measure_std value: 40.7368955715045 task: type: Clustering - dataset: config: lug name: MTEB MasakhaNEWSClusteringS2S (lug) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 42.70424106365967 - type: v_measure value: 42.70424106365967 - type: v_measure_std value: 46.80946241135087 task: type: Clustering - dataset: config: orm name: MTEB MasakhaNEWSClusteringS2S (orm) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 28.609942199922322 - type: v_measure value: 28.609942199922322 - type: v_measure_std value: 38.46685040191088 task: type: Clustering - dataset: config: pcm name: MTEB MasakhaNEWSClusteringS2S (pcm) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 76.83901348810822 - type: v_measure value: 76.83901348810822 - type: v_measure_std value: 17.57617141269189 task: type: Clustering - dataset: config: run name: MTEB MasakhaNEWSClusteringS2S (run) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 46.89757547846193 - type: v_measure value: 46.89757547846193 - type: v_measure_std value: 44.58903590203438 task: type: Clustering - dataset: config: sna name: MTEB MasakhaNEWSClusteringS2S (sna) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 55.37185207068829 - type: v_measure value: 55.37185207068829 - type: v_measure_std value: 36.944574863543004 task: type: Clustering - dataset: config: som name: MTEB MasakhaNEWSClusteringS2S (som) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 37.44211021681754 - type: v_measure value: 37.44211021681754 - type: v_measure_std value: 33.41469994463241 task: type: Clustering - dataset: config: swa name: MTEB MasakhaNEWSClusteringS2S (swa) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 26.020680621216062 - type: v_measure value: 26.020680621216062 - type: v_measure_std value: 25.480037522570413 task: type: Clustering - dataset: config: tir name: MTEB MasakhaNEWSClusteringS2S (tir) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 63.74306846771303 - type: v_measure value: 63.74306846771303 - type: v_measure_std value: 32.19119631078685 task: type: Clustering - dataset: config: xho name: MTEB MasakhaNEWSClusteringS2S (xho) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 24.580890519243777 - type: v_measure value: 24.580890519243777 - type: v_measure_std value: 37.941836363967106 task: type: Clustering - dataset: config: yor name: MTEB MasakhaNEWSClusteringS2S (yor) revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 split: test type: masakhane/masakhanews metrics: - type: main_score value: 43.63458888828314 - type: v_measure value: 43.63458888828314 - type: v_measure_std value: 31.28169350649098 task: type: Clustering - dataset: config: pl name: MTEB MassiveIntentClassification (pl) revision: 4672e20407010da34463acc759c162ca9734bca6 split: test type: mteb/amazon_massive_intent metrics: - type: accuracy value: 75.37323470073974 - type: f1 value: 71.1836877753734 - type: f1_weighted value: 75.72073213955457 - type: main_score value: 75.37323470073974 task: type: Classification - dataset: config: de name: MTEB MassiveIntentClassification (de) revision: 4672e20407010da34463acc759c162ca9734bca6 split: test type: mteb/amazon_massive_intent metrics: - type: accuracy value: 74.83523873570948 - type: f1 value: 70.72375821116886 - type: f1_weighted value: 75.20800490010755 - type: main_score value: 74.83523873570948 task: type: Classification - dataset: config: es name: MTEB MassiveIntentClassification (es) revision: 4672e20407010da34463acc759c162ca9734bca6 split: test type: mteb/amazon_massive_intent metrics: - type: accuracy value: 75.31607262945528 - type: f1 value: 72.06063554897662 - type: f1_weighted value: 75.72438161355252 - type: main_score value: 75.31607262945528 task: type: Classification - dataset: config: ru name: MTEB MassiveIntentClassification (ru) revision: 4672e20407010da34463acc759c162ca9734bca6 split: test type: mteb/amazon_massive_intent metrics: - type: accuracy value: 76.7955615332885 - type: f1 value: 73.08099648499756 - type: f1_weighted value: 77.18482068239668 - type: main_score value: 76.7955615332885 task: type: Classification - dataset: config: en name: MTEB MassiveIntentClassification (en) revision: 4672e20407010da34463acc759c162ca9734bca6 split: test type: mteb/amazon_massive_intent metrics: - type: accuracy value: 77.60591795561534 - type: f1 value: 74.46676705370395 - type: f1_weighted value: 77.69888062336614 - type: main_score value: 77.60591795561534 task: type: Classification - dataset: config: fr name: MTEB MassiveIntentClassification (fr) revision: 4672e20407010da34463acc759c162ca9734bca6 split: test type: mteb/amazon_massive_intent metrics: - type: accuracy value: 76.32145258910558 - type: f1 value: 72.89824154178328 - type: f1_weighted value: 76.6539327979472 - type: main_score value: 76.32145258910558 task: type: Classification - dataset: config: zh-CN name: MTEB MassiveIntentClassification (zh-CN) revision: 4672e20407010da34463acc759c162ca9734bca6 split: test type: mteb/amazon_massive_intent metrics: - type: accuracy value: 73.21788836583724 - type: f1 value: 70.45594512246377 - type: f1_weighted value: 73.67862536499393 - type: main_score value: 73.21788836583724 task: type: Classification - dataset: config: zh-CN name: MTEB MassiveScenarioClassification (zh-CN) revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 split: test type: mteb/amazon_massive_scenario metrics: - type: accuracy value: 80.82044384667114 - type: f1 value: 80.53217664465089 - type: f1_weighted value: 80.94535087010512 - type: main_score value: 80.82044384667114 task: type: Classification - dataset: config: pl name: MTEB MassiveScenarioClassification (pl) revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 split: test type: mteb/amazon_massive_scenario metrics: - type: accuracy value: 82.1049092131809 - type: f1 value: 81.55343463694733 - type: f1_weighted value: 82.33509098770782 - type: main_score value: 82.1049092131809 task: type: Classification - dataset: config: es name: MTEB MassiveScenarioClassification (es) revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 split: test type: mteb/amazon_massive_scenario metrics: - type: accuracy value: 82.58238063214526 - type: f1 value: 82.27974449333072 - type: f1_weighted value: 82.81337569618209 - type: main_score value: 82.58238063214526 task: type: Classification - dataset: config: de name: MTEB MassiveScenarioClassification (de) revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 split: test type: mteb/amazon_massive_scenario metrics: - type: accuracy value: 83.97108271687962 - type: f1 value: 83.56285606936076 - type: f1_weighted value: 84.10198745390771 - type: main_score value: 83.97108271687962 task: type: Classification - dataset: config: en name: MTEB MassiveScenarioClassification (en) revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 split: test type: mteb/amazon_massive_scenario metrics: - type: accuracy value: 84.71082716879623 - type: f1 value: 84.09447062371402 - type: f1_weighted value: 84.73765765551342 - type: main_score value: 84.71082716879623 task: type: Classification - dataset: config: fr name: MTEB MassiveScenarioClassification (fr) revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 split: test type: mteb/amazon_massive_scenario metrics: - type: accuracy value: 83.093476798924 - type: f1 value: 82.72656900752943 - type: f1_weighted value: 83.26606516503364 - type: main_score value: 83.093476798924 task: type: Classification - dataset: config: ru name: MTEB MassiveScenarioClassification (ru) revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 split: test type: mteb/amazon_massive_scenario metrics: - type: accuracy value: 84.05850706119705 - type: f1 value: 83.64234048881222 - type: f1_weighted value: 84.17315768381876 - type: main_score value: 84.05850706119705 task: type: Classification - dataset: config: default name: MTEB MedicalRetrieval (default) revision: 2039188fb5800a9803ba5048df7b76e6fb151fc6 split: dev type: C-MTEB/MedicalRetrieval metrics: - type: main_score value: 56.635999999999996 - type: map_at_1 value: 48.699999999999996 - type: map_at_10 value: 53.991 - type: map_at_100 value: 54.449999999999996 - type: map_at_1000 value: 54.515 - type: map_at_20 value: 54.212 - type: map_at_3 value: 52.833 - type: map_at_5 value: 53.503 - type: mrr_at_1 value: 48.699999999999996 - type: mrr_at_10 value: 53.991309523809505 - type: mrr_at_100 value: 54.45008993448266 - type: mrr_at_1000 value: 54.515253990549795 - type: mrr_at_20 value: 54.21201762247036 - type: mrr_at_3 value: 52.8333333333333 - type: mrr_at_5 value: 53.50333333333328 - type: nauc_map_at_1000_diff1 value: 79.96867989401643 - type: nauc_map_at_1000_max value: 69.75230895599029 - type: nauc_map_at_1000_std value: 2.6418738289740213 - type: nauc_map_at_100_diff1 value: 79.95343709599133 - type: nauc_map_at_100_max value: 69.751282671507 - type: nauc_map_at_100_std value: 2.621719966106279 - type: nauc_map_at_10_diff1 value: 80.02875864565634 - type: nauc_map_at_10_max value: 69.80948662290187 - type: nauc_map_at_10_std value: 2.329151604733765 - type: nauc_map_at_1_diff1 value: 83.616940281383 - type: nauc_map_at_1_max value: 69.08142651929452 - type: nauc_map_at_1_std value: 1.9687791394035643 - type: nauc_map_at_20_diff1 value: 79.95555601275339 - type: nauc_map_at_20_max value: 69.76604695002925 - type: nauc_map_at_20_std value: 2.556184141901367 - type: nauc_map_at_3_diff1 value: 80.74790131023668 - type: nauc_map_at_3_max value: 70.57797991892402 - type: nauc_map_at_3_std value: 2.7115149849964117 - type: nauc_map_at_5_diff1 value: 80.31796539878381 - type: nauc_map_at_5_max value: 69.93573796420061 - type: nauc_map_at_5_std value: 2.0731614029506606 - type: nauc_mrr_at_1000_diff1 value: 79.96867999907981 - type: nauc_mrr_at_1000_max value: 69.57395578976896 - type: nauc_mrr_at_1000_std value: 2.46351945887829 - type: nauc_mrr_at_100_diff1 value: 79.95343709599133 - type: nauc_mrr_at_100_max value: 69.57322054130803 - type: nauc_mrr_at_100_std value: 2.4436578359073433 - type: nauc_mrr_at_10_diff1 value: 80.02875864565634 - type: nauc_mrr_at_10_max value: 69.63292630937411 - type: nauc_mrr_at_10_std value: 2.1525912912060012 - type: nauc_mrr_at_1_diff1 value: 83.616940281383 - type: nauc_mrr_at_1_max value: 68.74717310480305 - type: nauc_mrr_at_1_std value: 1.6345257249120868 - type: nauc_mrr_at_20_diff1 value: 79.95555601275339 - type: nauc_mrr_at_20_max value: 69.58883608470444 - type: nauc_mrr_at_20_std value: 2.378973276576547 - type: nauc_mrr_at_3_diff1 value: 80.74790131023668 - type: nauc_mrr_at_3_max value: 70.40430475488604 - type: nauc_mrr_at_3_std value: 2.5378398209583817 - type: nauc_mrr_at_5_diff1 value: 80.31796539878381 - type: nauc_mrr_at_5_max value: 69.7605991748183 - type: nauc_mrr_at_5_std value: 1.898022613568352 - type: nauc_ndcg_at_1000_diff1 value: 78.35504059321225 - type: nauc_ndcg_at_1000_max value: 69.06752522437093 - type: nauc_ndcg_at_1000_std value: 3.9624036886099265 - type: nauc_ndcg_at_100_diff1 value: 77.79729140249833 - type: nauc_ndcg_at_100_max value: 68.93113791506029 - type: nauc_ndcg_at_100_std value: 3.642178826886181 - type: nauc_ndcg_at_10_diff1 value: 78.160158293918 - type: nauc_ndcg_at_10_max value: 69.28122202281361 - type: nauc_ndcg_at_10_std value: 2.438976810940962 - type: nauc_ndcg_at_1_diff1 value: 83.616940281383 - type: nauc_ndcg_at_1_max value: 69.08142651929452 - type: nauc_ndcg_at_1_std value: 1.9687791394035643 - type: nauc_ndcg_at_20_diff1 value: 77.88514432874997 - type: nauc_ndcg_at_20_max value: 69.06148818508873 - type: nauc_ndcg_at_20_std value: 3.1800249272363676 - type: nauc_ndcg_at_3_diff1 value: 79.73510384405803 - type: nauc_ndcg_at_3_max value: 70.78000695123832 - type: nauc_ndcg_at_3_std value: 2.9041415468363274 - type: nauc_ndcg_at_5_diff1 value: 78.91872808866195 - type: nauc_ndcg_at_5_max value: 69.61478429620091 - type: nauc_ndcg_at_5_std value: 1.734699636301054 - type: nauc_precision_at_1000_diff1 value: 66.37858395390673 - type: nauc_precision_at_1000_max value: 60.651659037598534 - type: nauc_precision_at_1000_std value: 27.388353715469798 - type: nauc_precision_at_100_diff1 value: 66.34325807776025 - type: nauc_precision_at_100_max value: 63.63855305621111 - type: nauc_precision_at_100_std value: 10.641748149575351 - type: nauc_precision_at_10_diff1 value: 71.3784685491089 - type: nauc_precision_at_10_max value: 67.05313695174542 - type: nauc_precision_at_10_std value: 3.000406867930561 - type: nauc_precision_at_1_diff1 value: 83.616940281383 - type: nauc_precision_at_1_max value: 69.08142651929452 - type: nauc_precision_at_1_std value: 1.9687791394035643 - type: nauc_precision_at_20_diff1 value: 69.73407910977694 - type: nauc_precision_at_20_max value: 65.77426240320742 - type: nauc_precision_at_20_std value: 6.204416838482586 - type: nauc_precision_at_3_diff1 value: 76.63737537643107 - type: nauc_precision_at_3_max value: 71.29710200719668 - type: nauc_precision_at_3_std value: 3.47180961484546 - type: nauc_precision_at_5_diff1 value: 74.36945983536717 - type: nauc_precision_at_5_max value: 68.33292218003061 - type: nauc_precision_at_5_std value: 0.47128762620258075 - type: nauc_recall_at_1000_diff1 value: 66.37858395390681 - type: nauc_recall_at_1000_max value: 60.65165903759889 - type: nauc_recall_at_1000_std value: 27.388353715469822 - type: nauc_recall_at_100_diff1 value: 66.34325807776025 - type: nauc_recall_at_100_max value: 63.63855305621116 - type: nauc_recall_at_100_std value: 10.641748149575351 - type: nauc_recall_at_10_diff1 value: 71.37846854910892 - type: nauc_recall_at_10_max value: 67.05313695174546 - type: nauc_recall_at_10_std value: 3.000406867930663 - type: nauc_recall_at_1_diff1 value: 83.616940281383 - type: nauc_recall_at_1_max value: 69.08142651929452 - type: nauc_recall_at_1_std value: 1.9687791394035643 - type: nauc_recall_at_20_diff1 value: 69.73407910977691 - type: nauc_recall_at_20_max value: 65.77426240320746 - type: nauc_recall_at_20_std value: 6.204416838482536 - type: nauc_recall_at_3_diff1 value: 76.63737537643112 - type: nauc_recall_at_3_max value: 71.29710200719668 - type: nauc_recall_at_3_std value: 3.471809614845442 - type: nauc_recall_at_5_diff1 value: 74.36945983536715 - type: nauc_recall_at_5_max value: 68.33292218003065 - type: nauc_recall_at_5_std value: 0.4712876262026442 - type: ndcg_at_1 value: 48.699999999999996 - type: ndcg_at_10 value: 56.635999999999996 - type: ndcg_at_100 value: 59.193 - type: ndcg_at_1000 value: 60.97 - type: ndcg_at_20 value: 57.426 - type: ndcg_at_3 value: 54.186 - type: ndcg_at_5 value: 55.407 - type: precision_at_1 value: 48.699999999999996 - type: precision_at_10 value: 6.5 - type: precision_at_100 value: 0.777 - type: precision_at_1000 value: 0.092 - type: precision_at_20 value: 3.405 - type: precision_at_3 value: 19.367 - type: precision_at_5 value: 12.22 - type: recall_at_1 value: 48.699999999999996 - type: recall_at_10 value: 65.0 - type: recall_at_100 value: 77.7 - type: recall_at_1000 value: 91.8 - type: recall_at_20 value: 68.10000000000001 - type: recall_at_3 value: 58.099999999999994 - type: recall_at_5 value: 61.1 task: type: Retrieval - dataset: config: default name: MTEB MedrxivClusteringP2P (default) revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73 split: test type: mteb/medrxiv-clustering-p2p metrics: - type: main_score value: 34.80188561439236 - type: v_measure value: 34.80188561439236 - type: v_measure_std value: 1.5703148841573102 task: type: Clustering - dataset: config: default name: MTEB MedrxivClusteringS2S (default) revision: 35191c8c0dca72d8ff3efcd72aa802307d469663 split: test type: mteb/medrxiv-clustering-s2s metrics: - type: main_score value: 32.42285513996236 - type: v_measure value: 32.42285513996236 - type: v_measure_std value: 1.3769867487457566 task: type: Clustering - dataset: config: de name: MTEB MintakaRetrieval (de) revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e split: test type: jinaai/mintakaqa metrics: - type: main_score value: 27.025 - type: map_at_1 value: 14.532 - type: map_at_10 value: 22.612 - type: map_at_100 value: 23.802 - type: map_at_1000 value: 23.9 - type: map_at_20 value: 23.275000000000002 - type: map_at_3 value: 20.226 - type: map_at_5 value: 21.490000000000002 - type: mrr_at_1 value: 14.532434709351305 - type: mrr_at_10 value: 22.612077265615575 - type: mrr_at_100 value: 23.801523356874675 - type: mrr_at_1000 value: 23.900118499340238 - type: mrr_at_20 value: 23.275466430108995 - type: mrr_at_3 value: 20.22606009547877 - type: mrr_at_5 value: 21.489750070204945 - type: nauc_map_at_1000_diff1 value: 14.148987799763596 - type: nauc_map_at_1000_max value: 44.70338461387784 - type: nauc_map_at_1000_std value: 15.868006767707637 - type: nauc_map_at_100_diff1 value: 14.11371769080442 - type: nauc_map_at_100_max value: 44.67995540936296 - type: nauc_map_at_100_std value: 15.890796502029076 - type: nauc_map_at_10_diff1 value: 14.29066834165688 - type: nauc_map_at_10_max value: 45.10997111765282 - type: nauc_map_at_10_std value: 15.508568918629864 - type: nauc_map_at_1_diff1 value: 23.473291302576396 - type: nauc_map_at_1_max value: 44.68942599764586 - type: nauc_map_at_1_std value: 12.424377262427253 - type: nauc_map_at_20_diff1 value: 14.112652046087831 - type: nauc_map_at_20_max value: 44.82014861413682 - type: nauc_map_at_20_std value: 15.739350613646385 - type: nauc_map_at_3_diff1 value: 16.119659221396347 - type: nauc_map_at_3_max value: 46.04766378953525 - type: nauc_map_at_3_std value: 13.969878046315925 - type: nauc_map_at_5_diff1 value: 15.095453434076184 - type: nauc_map_at_5_max value: 45.802128149314406 - type: nauc_map_at_5_std value: 14.957442173319949 - type: nauc_mrr_at_1000_diff1 value: 14.148987799763596 - type: nauc_mrr_at_1000_max value: 44.70338461387784 - type: nauc_mrr_at_1000_std value: 15.868006767707637 - type: nauc_mrr_at_100_diff1 value: 14.11371769080442 - type: nauc_mrr_at_100_max value: 44.67995540936296 - type: nauc_mrr_at_100_std value: 15.890796502029076 - type: nauc_mrr_at_10_diff1 value: 14.29066834165688 - type: nauc_mrr_at_10_max value: 45.10997111765282 - type: nauc_mrr_at_10_std value: 15.508568918629864 - type: nauc_mrr_at_1_diff1 value: 23.473291302576396 - type: nauc_mrr_at_1_max value: 44.68942599764586 - type: nauc_mrr_at_1_std value: 12.424377262427253 - type: nauc_mrr_at_20_diff1 value: 14.112652046087831 - type: nauc_mrr_at_20_max value: 44.82014861413682 - type: nauc_mrr_at_20_std value: 15.739350613646385 - type: nauc_mrr_at_3_diff1 value: 16.119659221396347 - type: nauc_mrr_at_3_max value: 46.04766378953525 - type: nauc_mrr_at_3_std value: 13.969878046315925 - type: nauc_mrr_at_5_diff1 value: 15.095453434076184 - type: nauc_mrr_at_5_max value: 45.802128149314406 - type: nauc_mrr_at_5_std value: 14.957442173319949 - type: nauc_ndcg_at_1000_diff1 value: 11.626606894574028 - type: nauc_ndcg_at_1000_max value: 43.328592841065536 - type: nauc_ndcg_at_1000_std value: 18.049446272245547 - type: nauc_ndcg_at_100_diff1 value: 10.485720606660239 - type: nauc_ndcg_at_100_max value: 42.405317674170966 - type: nauc_ndcg_at_100_std value: 19.107151641936987 - type: nauc_ndcg_at_10_diff1 value: 11.029351078162982 - type: nauc_ndcg_at_10_max value: 44.36855031964681 - type: nauc_ndcg_at_10_std value: 17.302796171409305 - type: nauc_ndcg_at_1_diff1 value: 23.473291302576396 - type: nauc_ndcg_at_1_max value: 44.68942599764586 - type: nauc_ndcg_at_1_std value: 12.424377262427253 - type: nauc_ndcg_at_20_diff1 value: 10.356662718168412 - type: nauc_ndcg_at_20_max value: 43.31602680430083 - type: nauc_ndcg_at_20_std value: 18.162891267850316 - type: nauc_ndcg_at_3_diff1 value: 14.42844952297869 - type: nauc_ndcg_at_3_max value: 46.26603339466543 - type: nauc_ndcg_at_3_std value: 14.449362723887857 - type: nauc_ndcg_at_5_diff1 value: 12.783416563486396 - type: nauc_ndcg_at_5_max value: 45.852176479124424 - type: nauc_ndcg_at_5_std value: 16.11775016428085 - type: nauc_precision_at_1000_diff1 value: -8.045361059399795 - type: nauc_precision_at_1000_max value: 21.970273281738777 - type: nauc_precision_at_1000_std value: 49.564650488193266 - type: nauc_precision_at_100_diff1 value: -2.118628861593353 - type: nauc_precision_at_100_max value: 31.32498977104778 - type: nauc_precision_at_100_std value: 32.96087731883451 - type: nauc_precision_at_10_diff1 value: 3.0335517475367615 - type: nauc_precision_at_10_max value: 42.21620215030219 - type: nauc_precision_at_10_std value: 21.90159732315962 - type: nauc_precision_at_1_diff1 value: 23.473291302576396 - type: nauc_precision_at_1_max value: 44.68942599764586 - type: nauc_precision_at_1_std value: 12.424377262427253 - type: nauc_precision_at_20_diff1 value: 0.4087201843719047 - type: nauc_precision_at_20_max value: 38.485034773895734 - type: nauc_precision_at_20_std value: 25.077397979916682 - type: nauc_precision_at_3_diff1 value: 10.408327736589833 - type: nauc_precision_at_3_max value: 46.757216289175076 - type: nauc_precision_at_3_std value: 15.62594354926867 - type: nauc_precision_at_5_diff1 value: 7.326752744229544 - type: nauc_precision_at_5_max value: 45.89190518573553 - type: nauc_precision_at_5_std value: 19.01717163438957 - type: nauc_recall_at_1000_diff1 value: -8.045361059400387 - type: nauc_recall_at_1000_max value: 21.97027328173812 - type: nauc_recall_at_1000_std value: 49.56465048819266 - type: nauc_recall_at_100_diff1 value: -2.118628861593277 - type: nauc_recall_at_100_max value: 31.324989771047818 - type: nauc_recall_at_100_std value: 32.96087731883457 - type: nauc_recall_at_10_diff1 value: 3.0335517475367166 - type: nauc_recall_at_10_max value: 42.21620215030217 - type: nauc_recall_at_10_std value: 21.901597323159606 - type: nauc_recall_at_1_diff1 value: 23.473291302576396 - type: nauc_recall_at_1_max value: 44.68942599764586 - type: nauc_recall_at_1_std value: 12.424377262427253 - type: nauc_recall_at_20_diff1 value: 0.40872018437190905 - type: nauc_recall_at_20_max value: 38.485034773895734 - type: nauc_recall_at_20_std value: 25.077397979916693 - type: nauc_recall_at_3_diff1 value: 10.408327736589843 - type: nauc_recall_at_3_max value: 46.75721628917507 - type: nauc_recall_at_3_std value: 15.625943549268664 - type: nauc_recall_at_5_diff1 value: 7.326752744229548 - type: nauc_recall_at_5_max value: 45.89190518573557 - type: nauc_recall_at_5_std value: 19.01717163438958 - type: ndcg_at_1 value: 14.532 - type: ndcg_at_10 value: 27.025 - type: ndcg_at_100 value: 33.305 - type: ndcg_at_1000 value: 36.38 - type: ndcg_at_20 value: 29.443 - type: ndcg_at_3 value: 22.035 - type: ndcg_at_5 value: 24.319 - type: precision_at_1 value: 14.532 - type: precision_at_10 value: 4.115 - type: precision_at_100 value: 0.717 - type: precision_at_1000 value: 0.097 - type: precision_at_20 value: 2.536 - type: precision_at_3 value: 9.085 - type: precision_at_5 value: 6.563 - type: recall_at_1 value: 14.532 - type: recall_at_10 value: 41.154 - type: recall_at_100 value: 71.651 - type: recall_at_1000 value: 96.841 - type: recall_at_20 value: 50.71600000000001 - type: recall_at_3 value: 27.254 - type: recall_at_5 value: 32.814 task: type: Retrieval - dataset: config: es name: MTEB MintakaRetrieval (es) revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e split: test type: jinaai/mintakaqa metrics: - type: main_score value: 26.912000000000003 - type: map_at_1 value: 14.686 - type: map_at_10 value: 22.569 - type: map_at_100 value: 23.679 - type: map_at_1000 value: 23.777 - type: map_at_20 value: 23.169 - type: map_at_3 value: 20.201 - type: map_at_5 value: 21.566 - type: mrr_at_1 value: 14.686468646864686 - type: mrr_at_10 value: 22.569346220336296 - type: mrr_at_100 value: 23.678819125817146 - type: mrr_at_1000 value: 23.77713511338264 - type: mrr_at_20 value: 23.16850858443442 - type: mrr_at_3 value: 20.200770077007665 - type: mrr_at_5 value: 21.56628162816276 - type: nauc_map_at_1000_diff1 value: 14.129007578838381 - type: nauc_map_at_1000_max value: 44.4255501141499 - type: nauc_map_at_1000_std value: 19.95906154868176 - type: nauc_map_at_100_diff1 value: 14.09071870575231 - type: nauc_map_at_100_max value: 44.403179928955566 - type: nauc_map_at_100_std value: 20.00413657519976 - type: nauc_map_at_10_diff1 value: 14.149535953153688 - type: nauc_map_at_10_max value: 44.66529917634685 - type: nauc_map_at_10_std value: 19.580235989479394 - type: nauc_map_at_1_diff1 value: 23.489813522176636 - type: nauc_map_at_1_max value: 46.54578639925787 - type: nauc_map_at_1_std value: 16.39083721709994 - type: nauc_map_at_20_diff1 value: 14.021560420656181 - type: nauc_map_at_20_max value: 44.4825455452467 - type: nauc_map_at_20_std value: 19.886927750826878 - type: nauc_map_at_3_diff1 value: 16.182977890477723 - type: nauc_map_at_3_max value: 46.1840554029258 - type: nauc_map_at_3_std value: 18.735671900228958 - type: nauc_map_at_5_diff1 value: 14.779126395472833 - type: nauc_map_at_5_max value: 45.23237213817556 - type: nauc_map_at_5_std value: 19.348508580412872 - type: nauc_mrr_at_1000_diff1 value: 14.129007578838381 - type: nauc_mrr_at_1000_max value: 44.4255501141499 - type: nauc_mrr_at_1000_std value: 19.95906154868176 - type: nauc_mrr_at_100_diff1 value: 14.09071870575231 - type: nauc_mrr_at_100_max value: 44.403179928955566 - type: nauc_mrr_at_100_std value: 20.00413657519976 - type: nauc_mrr_at_10_diff1 value: 14.149535953153688 - type: nauc_mrr_at_10_max value: 44.66529917634685 - type: nauc_mrr_at_10_std value: 19.580235989479394 - type: nauc_mrr_at_1_diff1 value: 23.489813522176636 - type: nauc_mrr_at_1_max value: 46.54578639925787 - type: nauc_mrr_at_1_std value: 16.39083721709994 - type: nauc_mrr_at_20_diff1 value: 14.021560420656181 - type: nauc_mrr_at_20_max value: 44.4825455452467 - type: nauc_mrr_at_20_std value: 19.886927750826878 - type: nauc_mrr_at_3_diff1 value: 16.182977890477723 - type: nauc_mrr_at_3_max value: 46.1840554029258 - type: nauc_mrr_at_3_std value: 18.735671900228958 - type: nauc_mrr_at_5_diff1 value: 14.779126395472833 - type: nauc_mrr_at_5_max value: 45.23237213817556 - type: nauc_mrr_at_5_std value: 19.348508580412872 - type: nauc_ndcg_at_1000_diff1 value: 11.762470380481101 - type: nauc_ndcg_at_1000_max value: 42.8233203033089 - type: nauc_ndcg_at_1000_std value: 21.78503705117719 - type: nauc_ndcg_at_100_diff1 value: 10.45886076220022 - type: nauc_ndcg_at_100_max value: 41.85472899256818 - type: nauc_ndcg_at_100_std value: 23.20955486335138 - type: nauc_ndcg_at_10_diff1 value: 10.605912468659469 - type: nauc_ndcg_at_10_max value: 43.150942448104715 - type: nauc_ndcg_at_10_std value: 21.120035764826085 - type: nauc_ndcg_at_1_diff1 value: 23.489813522176636 - type: nauc_ndcg_at_1_max value: 46.54578639925787 - type: nauc_ndcg_at_1_std value: 16.39083721709994 - type: nauc_ndcg_at_20_diff1 value: 10.11291783888644 - type: nauc_ndcg_at_20_max value: 42.51260678842788 - type: nauc_ndcg_at_20_std value: 22.1744949382252 - type: nauc_ndcg_at_3_diff1 value: 14.25625326760802 - type: nauc_ndcg_at_3_max value: 45.96162916377383 - type: nauc_ndcg_at_3_std value: 19.557832728215523 - type: nauc_ndcg_at_5_diff1 value: 11.956317653823053 - type: nauc_ndcg_at_5_max value: 44.35971268886807 - type: nauc_ndcg_at_5_std value: 20.581696730374233 - type: nauc_precision_at_1000_diff1 value: 5.132291843566577 - type: nauc_precision_at_1000_max value: 25.293354576835263 - type: nauc_precision_at_1000_std value: 40.36005126087624 - type: nauc_precision_at_100_diff1 value: -1.5252854375008238 - type: nauc_precision_at_100_max value: 31.007586474495984 - type: nauc_precision_at_100_std value: 37.297552993548386 - type: nauc_precision_at_10_diff1 value: 1.9663657370770737 - type: nauc_precision_at_10_max value: 39.194092293625125 - type: nauc_precision_at_10_std value: 24.956542621999542 - type: nauc_precision_at_1_diff1 value: 23.489813522176636 - type: nauc_precision_at_1_max value: 46.54578639925787 - type: nauc_precision_at_1_std value: 16.39083721709994 - type: nauc_precision_at_20_diff1 value: 0.011112090390932373 - type: nauc_precision_at_20_max value: 36.9357074392519 - type: nauc_precision_at_20_std value: 28.611387115093876 - type: nauc_precision_at_3_diff1 value: 9.596831091013703 - type: nauc_precision_at_3_max value: 45.3905541893809 - type: nauc_precision_at_3_std value: 21.599314388526945 - type: nauc_precision_at_5_diff1 value: 5.175887949900142 - type: nauc_precision_at_5_max value: 42.129467510414464 - type: nauc_precision_at_5_std value: 23.607251548776677 - type: nauc_recall_at_1000_diff1 value: 5.132291843566257 - type: nauc_recall_at_1000_max value: 25.29335457683396 - type: nauc_recall_at_1000_std value: 40.36005126087638 - type: nauc_recall_at_100_diff1 value: -1.5252854375008988 - type: nauc_recall_at_100_max value: 31.00758647449594 - type: nauc_recall_at_100_std value: 37.29755299354834 - type: nauc_recall_at_10_diff1 value: 1.9663657370770793 - type: nauc_recall_at_10_max value: 39.19409229362512 - type: nauc_recall_at_10_std value: 24.956542621999546 - type: nauc_recall_at_1_diff1 value: 23.489813522176636 - type: nauc_recall_at_1_max value: 46.54578639925787 - type: nauc_recall_at_1_std value: 16.39083721709994 - type: nauc_recall_at_20_diff1 value: 0.011112090390923075 - type: nauc_recall_at_20_max value: 36.93570743925189 - type: nauc_recall_at_20_std value: 28.611387115093883 - type: nauc_recall_at_3_diff1 value: 9.596831091013714 - type: nauc_recall_at_3_max value: 45.39055418938087 - type: nauc_recall_at_3_std value: 21.599314388526956 - type: nauc_recall_at_5_diff1 value: 5.17588794990012 - type: nauc_recall_at_5_max value: 42.12946751041448 - type: nauc_recall_at_5_std value: 23.607251548776695 - type: ndcg_at_1 value: 14.686 - type: ndcg_at_10 value: 26.912000000000003 - type: ndcg_at_100 value: 32.919 - type: ndcg_at_1000 value: 36.119 - type: ndcg_at_20 value: 29.079 - type: ndcg_at_3 value: 21.995 - type: ndcg_at_5 value: 24.474999999999998 - type: precision_at_1 value: 14.686 - type: precision_at_10 value: 4.08 - type: precision_at_100 value: 0.703 - type: precision_at_1000 value: 0.097 - type: precision_at_20 value: 2.467 - type: precision_at_3 value: 9.062000000000001 - type: precision_at_5 value: 6.65 - type: recall_at_1 value: 14.686 - type: recall_at_10 value: 40.8 - type: recall_at_100 value: 70.338 - type: recall_at_1000 value: 96.82300000000001 - type: recall_at_20 value: 49.34 - type: recall_at_3 value: 27.186 - type: recall_at_5 value: 33.251 task: type: Retrieval - dataset: config: fr name: MTEB MintakaRetrieval (fr) revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e split: test type: jinaai/mintakaqa metrics: - type: main_score value: 26.909 - type: map_at_1 value: 14.701 - type: map_at_10 value: 22.613 - type: map_at_100 value: 23.729 - type: map_at_1000 value: 23.837 - type: map_at_20 value: 23.262 - type: map_at_3 value: 20.236 - type: map_at_5 value: 21.673000000000002 - type: mrr_at_1 value: 14.7010647010647 - type: mrr_at_10 value: 22.613165113165113 - type: mrr_at_100 value: 23.72877605989423 - type: mrr_at_1000 value: 23.837150802746805 - type: mrr_at_20 value: 23.261627081110596 - type: mrr_at_3 value: 20.2361452361452 - type: mrr_at_5 value: 21.673491673491625 - type: nauc_map_at_1000_diff1 value: 17.08927788889635 - type: nauc_map_at_1000_max value: 47.240929150603336 - type: nauc_map_at_1000_std value: 20.559244258100275 - type: nauc_map_at_100_diff1 value: 17.029461792796777 - type: nauc_map_at_100_max value: 47.207381115550696 - type: nauc_map_at_100_std value: 20.581498156895265 - type: nauc_map_at_10_diff1 value: 17.351456007804536 - type: nauc_map_at_10_max value: 47.815880040221344 - type: nauc_map_at_10_std value: 20.292999107555794 - type: nauc_map_at_1_diff1 value: 27.297525357600776 - type: nauc_map_at_1_max value: 47.18835074959486 - type: nauc_map_at_1_std value: 18.304203168281834 - type: nauc_map_at_20_diff1 value: 17.157460199542136 - type: nauc_map_at_20_max value: 47.4776610667456 - type: nauc_map_at_20_std value: 20.499186342964478 - type: nauc_map_at_3_diff1 value: 19.393119961356277 - type: nauc_map_at_3_max value: 49.02841822452882 - type: nauc_map_at_3_std value: 19.293122796321292 - type: nauc_map_at_5_diff1 value: 17.76275044752008 - type: nauc_map_at_5_max value: 48.01292548040298 - type: nauc_map_at_5_std value: 19.928449977400504 - type: nauc_mrr_at_1000_diff1 value: 17.08927788889635 - type: nauc_mrr_at_1000_max value: 47.240929150603336 - type: nauc_mrr_at_1000_std value: 20.559244258100275 - type: nauc_mrr_at_100_diff1 value: 17.029461792796777 - type: nauc_mrr_at_100_max value: 47.207381115550696 - type: nauc_mrr_at_100_std value: 20.581498156895265 - type: nauc_mrr_at_10_diff1 value: 17.351456007804536 - type: nauc_mrr_at_10_max value: 47.815880040221344 - type: nauc_mrr_at_10_std value: 20.292999107555794 - type: nauc_mrr_at_1_diff1 value: 27.297525357600776 - type: nauc_mrr_at_1_max value: 47.18835074959486 - type: nauc_mrr_at_1_std value: 18.304203168281834 - type: nauc_mrr_at_20_diff1 value: 17.157460199542136 - type: nauc_mrr_at_20_max value: 47.4776610667456 - type: nauc_mrr_at_20_std value: 20.499186342964478 - type: nauc_mrr_at_3_diff1 value: 19.393119961356277 - type: nauc_mrr_at_3_max value: 49.02841822452882 - type: nauc_mrr_at_3_std value: 19.293122796321292 - type: nauc_mrr_at_5_diff1 value: 17.76275044752008 - type: nauc_mrr_at_5_max value: 48.01292548040298 - type: nauc_mrr_at_5_std value: 19.928449977400504 - type: nauc_ndcg_at_1000_diff1 value: 13.989496006047975 - type: nauc_ndcg_at_1000_max value: 45.626323944336114 - type: nauc_ndcg_at_1000_std value: 22.125600410796515 - type: nauc_ndcg_at_100_diff1 value: 12.302204843705244 - type: nauc_ndcg_at_100_max value: 44.46856314559079 - type: nauc_ndcg_at_100_std value: 23.084984546328677 - type: nauc_ndcg_at_10_diff1 value: 14.001226213368275 - type: nauc_ndcg_at_10_max value: 47.37780636546918 - type: nauc_ndcg_at_10_std value: 21.702709032840637 - type: nauc_ndcg_at_1_diff1 value: 27.297525357600776 - type: nauc_ndcg_at_1_max value: 47.18835074959486 - type: nauc_ndcg_at_1_std value: 18.304203168281834 - type: nauc_ndcg_at_20_diff1 value: 13.317759910171056 - type: nauc_ndcg_at_20_max value: 46.25171251043813 - type: nauc_ndcg_at_20_std value: 22.309331575402595 - type: nauc_ndcg_at_3_diff1 value: 17.555381234893872 - type: nauc_ndcg_at_3_max value: 49.48635590260059 - type: nauc_ndcg_at_3_std value: 19.734570962933674 - type: nauc_ndcg_at_5_diff1 value: 14.844841165765061 - type: nauc_ndcg_at_5_max value: 47.76437065028708 - type: nauc_ndcg_at_5_std value: 20.816034479453954 - type: nauc_precision_at_1000_diff1 value: -15.591898698252546 - type: nauc_precision_at_1000_max value: 20.545984285353892 - type: nauc_precision_at_1000_std value: 38.9013414992826 - type: nauc_precision_at_100_diff1 value: -5.290395978742176 - type: nauc_precision_at_100_max value: 31.340480360546845 - type: nauc_precision_at_100_std value: 33.6897935720505 - type: nauc_precision_at_10_diff1 value: 5.965001997926562 - type: nauc_precision_at_10_max value: 46.12515296162247 - type: nauc_precision_at_10_std value: 25.409433135253558 - type: nauc_precision_at_1_diff1 value: 27.297525357600776 - type: nauc_precision_at_1_max value: 47.18835074959486 - type: nauc_precision_at_1_std value: 18.304203168281834 - type: nauc_precision_at_20_diff1 value: 3.4438127279827744 - type: nauc_precision_at_20_max value: 42.36095587714494 - type: nauc_precision_at_20_std value: 27.367900512797906 - type: nauc_precision_at_3_diff1 value: 13.165017224718916 - type: nauc_precision_at_3_max value: 50.58931825484506 - type: nauc_precision_at_3_std value: 20.852009214609442 - type: nauc_precision_at_5_diff1 value: 7.840087177549876 - type: nauc_precision_at_5_max value: 46.99388755575109 - type: nauc_precision_at_5_std value: 23.048702393099834 - type: nauc_recall_at_1000_diff1 value: -15.591898698252932 - type: nauc_recall_at_1000_max value: 20.5459842853537 - type: nauc_recall_at_1000_std value: 38.901341499282395 - type: nauc_recall_at_100_diff1 value: -5.290395978742165 - type: nauc_recall_at_100_max value: 31.340480360546863 - type: nauc_recall_at_100_std value: 33.68979357205046 - type: nauc_recall_at_10_diff1 value: 5.96500199792656 - type: nauc_recall_at_10_max value: 46.1251529616225 - type: nauc_recall_at_10_std value: 25.409433135253543 - type: nauc_recall_at_1_diff1 value: 27.297525357600776 - type: nauc_recall_at_1_max value: 47.18835074959486 - type: nauc_recall_at_1_std value: 18.304203168281834 - type: nauc_recall_at_20_diff1 value: 3.4438127279827833 - type: nauc_recall_at_20_max value: 42.36095587714498 - type: nauc_recall_at_20_std value: 27.36790051279787 - type: nauc_recall_at_3_diff1 value: 13.165017224718916 - type: nauc_recall_at_3_max value: 50.589318254845054 - type: nauc_recall_at_3_std value: 20.852009214609435 - type: nauc_recall_at_5_diff1 value: 7.840087177549891 - type: nauc_recall_at_5_max value: 46.99388755575112 - type: nauc_recall_at_5_std value: 23.048702393099845 - type: ndcg_at_1 value: 14.701 - type: ndcg_at_10 value: 26.909 - type: ndcg_at_100 value: 32.727000000000004 - type: ndcg_at_1000 value: 36.086 - type: ndcg_at_20 value: 29.236 - type: ndcg_at_3 value: 22.004 - type: ndcg_at_5 value: 24.615000000000002 - type: precision_at_1 value: 14.701 - type: precision_at_10 value: 4.062 - type: precision_at_100 value: 0.688 - type: precision_at_1000 value: 0.096 - type: precision_at_20 value: 2.488 - type: precision_at_3 value: 9.036 - type: precision_at_5 value: 6.699 - type: recall_at_1 value: 14.701 - type: recall_at_10 value: 40.622 - type: recall_at_100 value: 68.796 - type: recall_at_1000 value: 96.314 - type: recall_at_20 value: 49.754 - type: recall_at_3 value: 27.108999999999998 - type: recall_at_5 value: 33.497 task: type: Retrieval - dataset: config: default name: MTEB MultilingualSentiment (default) revision: 46958b007a63fdbf239b7672c25d0bea67b5ea1a split: test type: C-MTEB/MultilingualSentiment-classification metrics: - type: accuracy value: 73.20999999999998 - type: f1 value: 73.18755986777474 - type: f1_weighted value: 73.18755986777475 - type: main_score value: 73.20999999999998 task: type: Classification - dataset: config: default name: MTEB NFCorpus (default) revision: ec0fa4fe99da2ff19ca1214b7966684033a58814 split: test type: mteb/nfcorpus metrics: - type: map_at_1 value: 4.822 - type: map_at_10 value: 13.144 - type: map_at_100 value: 17.254 - type: map_at_1000 value: 18.931 - type: map_at_20 value: 14.834 - type: map_at_3 value: 8.975 - type: map_at_5 value: 10.922 - type: mrr_at_1 value: 47.059 - type: mrr_at_10 value: 55.806999999999995 - type: mrr_at_100 value: 56.286 - type: mrr_at_1000 value: 56.327000000000005 - type: mrr_at_20 value: 56.00000000000001 - type: mrr_at_3 value: 54.17999999999999 - type: mrr_at_5 value: 55.155 - type: ndcg_at_1 value: 44.427 - type: ndcg_at_10 value: 36.623 - type: ndcg_at_100 value: 33.664 - type: ndcg_at_1000 value: 42.538 - type: ndcg_at_20 value: 34.066 - type: ndcg_at_3 value: 41.118 - type: ndcg_at_5 value: 39.455 - type: precision_at_1 value: 46.44 - type: precision_at_10 value: 28.607 - type: precision_at_100 value: 9.189 - type: precision_at_1000 value: 2.261 - type: precision_at_20 value: 21.238 - type: precision_at_3 value: 39.628 - type: precision_at_5 value: 35.604 - type: recall_at_1 value: 4.822 - type: recall_at_10 value: 17.488999999999997 - type: recall_at_100 value: 35.052 - type: recall_at_1000 value: 66.67999999999999 - type: recall_at_20 value: 21.343999999999998 - type: recall_at_3 value: 10.259 - type: recall_at_5 value: 13.406 - type: main_score value: 36.623 task: type: Retrieval - dataset: config: default name: MTEB NQ (default) revision: b774495ed302d8c44a3a7ea25c90dbce03968f31 split: test type: mteb/nq metrics: - type: map_at_1 value: 41.411 - type: map_at_10 value: 57.179 - type: map_at_100 value: 57.945 - type: map_at_1000 value: 57.967999999999996 - type: map_at_20 value: 57.687 - type: map_at_3 value: 53.46300000000001 - type: map_at_5 value: 55.696999999999996 - type: mrr_at_1 value: 46.233999999999995 - type: mrr_at_10 value: 59.831999999999994 - type: mrr_at_100 value: 60.33500000000001 - type: mrr_at_1000 value: 60.348 - type: mrr_at_20 value: 60.167 - type: mrr_at_3 value: 56.972 - type: mrr_at_5 value: 58.74 - type: ndcg_at_1 value: 46.205 - type: ndcg_at_10 value: 64.23100000000001 - type: ndcg_at_100 value: 67.242 - type: ndcg_at_1000 value: 67.72500000000001 - type: ndcg_at_20 value: 65.77300000000001 - type: ndcg_at_3 value: 57.516 - type: ndcg_at_5 value: 61.11600000000001 - type: precision_at_1 value: 46.205 - type: precision_at_10 value: 9.873 - type: precision_at_100 value: 1.158 - type: precision_at_1000 value: 0.12 - type: precision_at_20 value: 5.319 - type: precision_at_3 value: 25.424999999999997 - type: precision_at_5 value: 17.375 - type: recall_at_1 value: 41.411 - type: recall_at_10 value: 82.761 - type: recall_at_100 value: 95.52199999999999 - type: recall_at_1000 value: 99.02499999999999 - type: recall_at_20 value: 88.34 - type: recall_at_3 value: 65.73 - type: recall_at_5 value: 73.894 - type: main_score value: 64.23100000000001 task: type: Retrieval - dataset: config: default name: MTEB Ocnli (default) revision: 66e76a618a34d6d565d5538088562851e6daa7ec split: validation type: C-MTEB/OCNLI metrics: - type: cosine_accuracy value: 62.3714131023281 - type: cosine_accuracy_threshold value: 79.70921993255615 - type: cosine_ap value: 66.41380155495659 - type: cosine_f1 value: 68.89547185780786 - type: cosine_f1_threshold value: 72.91591167449951 - type: cosine_precision value: 57.485875706214685 - type: cosine_recall value: 85.95564941921859 - type: dot_accuracy value: 60.47644829453167 - type: dot_accuracy_threshold value: 36627.362060546875 - type: dot_ap value: 63.696303449293204 - type: dot_f1 value: 68.3986041101202 - type: dot_f1_threshold value: 30452.72216796875 - type: dot_precision value: 54.04411764705882 - type: dot_recall value: 93.13621964097149 - type: euclidean_accuracy value: 63.02111532214402 - type: euclidean_accuracy_threshold value: 1392.76762008667 - type: euclidean_ap value: 66.65907089443218 - type: euclidean_f1 value: 69.05036524413688 - type: euclidean_f1_threshold value: 1711.5310668945312 - type: euclidean_precision value: 54.29262394195889 - type: euclidean_recall value: 94.82576557550159 - type: main_score value: 63.02111532214402 - type: manhattan_accuracy value: 62.75040606388739 - type: manhattan_accuracy_threshold value: 32475.347900390625 - type: manhattan_ap value: 66.50943585125434 - type: manhattan_f1 value: 69.08382066276802 - type: manhattan_f1_threshold value: 41238.470458984375 - type: manhattan_precision value: 54.75896168108776 - type: manhattan_recall value: 93.55860612460401 - type: max_accuracy value: 63.02111532214402 - type: max_ap value: 66.65907089443218 - type: max_f1 value: 69.08382066276802 - type: max_precision value: 57.485875706214685 - type: max_recall value: 94.82576557550159 - type: similarity_accuracy value: 62.3714131023281 - type: similarity_accuracy_threshold value: 79.70921993255615 - type: similarity_ap value: 66.41380155495659 - type: similarity_f1 value: 68.89547185780786 - type: similarity_f1_threshold value: 72.91591167449951 - type: similarity_precision value: 57.485875706214685 - type: similarity_recall value: 85.95564941921859 task: type: PairClassification - dataset: config: default name: MTEB OnlineShopping (default) revision: e610f2ebd179a8fda30ae534c3878750a96db120 split: test type: C-MTEB/OnlineShopping-classification metrics: - type: accuracy value: 91.88000000000001 - type: ap value: 89.52463684448476 - type: ap_weighted value: 89.52463684448476 - type: f1 value: 91.86313022306673 - type: f1_weighted value: 91.87806318146912 - type: main_score value: 91.88000000000001 task: type: Classification - dataset: config: en name: MTEB OpusparcusPC (en) revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a split: test.full type: GEM/opusparcus metrics: - type: cosine_accuracy value: 92.65578635014838 - type: cosine_accuracy_threshold value: 74.02530312538147 - type: cosine_ap value: 98.3834226153613 - type: cosine_f1 value: 94.92567913890312 - type: cosine_f1_threshold value: 74.02530312538147 - type: cosine_precision value: 95.562435500516 - type: cosine_recall value: 94.29735234215886 - type: dot_accuracy value: 91.54302670623146 - type: dot_accuracy_threshold value: 34452.29187011719 - type: dot_ap value: 98.1237257754439 - type: dot_f1 value: 94.22400803616273 - type: dot_f1_threshold value: 33670.41931152344 - type: dot_precision value: 92.9633300297324 - type: dot_recall value: 95.5193482688391 - type: euclidean_accuracy value: 92.28486646884274 - type: euclidean_accuracy_threshold value: 1602.8022766113281 - type: euclidean_ap value: 98.3099021504706 - type: euclidean_f1 value: 94.75277497477296 - type: euclidean_f1_threshold value: 1604.7462463378906 - type: euclidean_precision value: 93.89999999999999 - type: euclidean_recall value: 95.62118126272912 - type: main_score value: 98.3834226153613 - type: manhattan_accuracy value: 92.2106824925816 - type: manhattan_accuracy_threshold value: 38872.90954589844 - type: manhattan_ap value: 98.28694101230218 - type: manhattan_f1 value: 94.67815509376584 - type: manhattan_f1_threshold value: 38872.90954589844 - type: manhattan_precision value: 94.24823410696267 - type: manhattan_recall value: 95.11201629327903 - type: max_accuracy value: 92.65578635014838 - type: max_ap value: 98.3834226153613 - type: max_f1 value: 94.92567913890312 - type: max_precision value: 95.562435500516 - type: max_recall value: 95.62118126272912 - type: similarity_accuracy value: 92.65578635014838 - type: similarity_accuracy_threshold value: 74.02530312538147 - type: similarity_ap value: 98.3834226153613 - type: similarity_f1 value: 94.92567913890312 - type: similarity_f1_threshold value: 74.02530312538147 - type: similarity_precision value: 95.562435500516 - type: similarity_recall value: 94.29735234215886 task: type: PairClassification - dataset: config: de name: MTEB OpusparcusPC (de) revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a split: test.full type: GEM/opusparcus metrics: - type: cosine_accuracy value: 87.72178850248403 - type: cosine_accuracy_threshold value: 73.33863377571106 - type: cosine_ap value: 96.98901408834976 - type: cosine_f1 value: 91.89944134078212 - type: cosine_f1_threshold value: 71.45810127258301 - type: cosine_precision value: 89.64577656675749 - type: cosine_recall value: 94.26934097421203 - type: dot_accuracy value: 86.30234208658624 - type: dot_accuracy_threshold value: 32027.130126953125 - type: dot_ap value: 96.12260574893256 - type: dot_f1 value: 91.31602506714414 - type: dot_f1_threshold value: 30804.376220703125 - type: dot_precision value: 85.93091828138164 - type: dot_recall value: 97.42120343839542 - type: euclidean_accuracy value: 87.9347054648687 - type: euclidean_accuracy_threshold value: 1609.6670150756836 - type: euclidean_ap value: 97.00238860358252 - type: euclidean_f1 value: 92.1089063221043 - type: euclidean_f1_threshold value: 1641.8487548828125 - type: euclidean_precision value: 89.10714285714286 - type: euclidean_recall value: 95.31996179560649 - type: main_score value: 97.00238860358252 - type: manhattan_accuracy value: 87.72178850248403 - type: manhattan_accuracy_threshold value: 40137.060546875 - type: manhattan_ap value: 96.98653728159941 - type: manhattan_f1 value: 92.03865623561896 - type: manhattan_f1_threshold value: 40137.060546875 - type: manhattan_precision value: 88.80994671403198 - type: manhattan_recall value: 95.51098376313276 - type: max_accuracy value: 87.9347054648687 - type: max_ap value: 97.00238860358252 - type: max_f1 value: 92.1089063221043 - type: max_precision value: 89.64577656675749 - type: max_recall value: 97.42120343839542 - type: similarity_accuracy value: 87.72178850248403 - type: similarity_accuracy_threshold value: 73.33863377571106 - type: similarity_ap value: 96.98901408834976 - type: similarity_f1 value: 91.89944134078212 - type: similarity_f1_threshold value: 71.45810127258301 - type: similarity_precision value: 89.64577656675749 - type: similarity_recall value: 94.26934097421203 task: type: PairClassification - dataset: config: fr name: MTEB OpusparcusPC (fr) revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a split: test.full type: GEM/opusparcus metrics: - type: cosine_accuracy value: 80.92643051771117 - type: cosine_accuracy_threshold value: 76.68856382369995 - type: cosine_ap value: 93.74622381534307 - type: cosine_f1 value: 87.12328767123287 - type: cosine_f1_threshold value: 71.64022922515869 - type: cosine_precision value: 80.64243448858834 - type: cosine_recall value: 94.73684210526315 - type: dot_accuracy value: 80.858310626703 - type: dot_accuracy_threshold value: 34028.3935546875 - type: dot_ap value: 91.18448457633308 - type: dot_f1 value: 86.82606657290202 - type: dot_f1_threshold value: 34028.3935546875 - type: dot_precision value: 82.2380106571936 - type: dot_recall value: 91.9563058589871 - type: euclidean_accuracy value: 80.858310626703 - type: euclidean_accuracy_threshold value: 1595.7651138305664 - type: euclidean_ap value: 93.8182717829648 - type: euclidean_f1 value: 87.04044117647058 - type: euclidean_f1_threshold value: 1609.2475891113281 - type: euclidean_precision value: 81.00940975192472 - type: euclidean_recall value: 94.04170804369414 - type: main_score value: 93.8182717829648 - type: manhattan_accuracy value: 80.99455040871935 - type: manhattan_accuracy_threshold value: 38092.132568359375 - type: manhattan_ap value: 93.77563401151711 - type: manhattan_f1 value: 86.91983122362869 - type: manhattan_f1_threshold value: 38092.132568359375 - type: manhattan_precision value: 82.32682060390763 - type: manhattan_recall value: 92.05561072492551 - type: max_accuracy value: 80.99455040871935 - type: max_ap value: 93.8182717829648 - type: max_f1 value: 87.12328767123287 - type: max_precision value: 82.32682060390763 - type: max_recall value: 94.73684210526315 - type: similarity_accuracy value: 80.92643051771117 - type: similarity_accuracy_threshold value: 76.68856382369995 - type: similarity_ap value: 93.74622381534307 - type: similarity_f1 value: 87.12328767123287 - type: similarity_f1_threshold value: 71.64022922515869 - type: similarity_precision value: 80.64243448858834 - type: similarity_recall value: 94.73684210526315 task: type: PairClassification - dataset: config: ru name: MTEB OpusparcusPC (ru) revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a split: test.full type: GEM/opusparcus metrics: - type: cosine_accuracy value: 76.83823529411765 - type: cosine_accuracy_threshold value: 72.70769476890564 - type: cosine_ap value: 89.56692049908222 - type: cosine_f1 value: 83.99832003359934 - type: cosine_f1_threshold value: 70.9052324295044 - type: cosine_precision value: 76.16146230007617 - type: cosine_recall value: 93.63295880149812 - type: dot_accuracy value: 76.28676470588235 - type: dot_accuracy_threshold value: 33740.68908691406 - type: dot_ap value: 87.77185177141567 - type: dot_f1 value: 83.62251375370292 - type: dot_f1_threshold value: 32726.611328125 - type: dot_precision value: 76.29343629343629 - type: dot_recall value: 92.50936329588015 - type: euclidean_accuracy value: 77.32843137254902 - type: euclidean_accuracy_threshold value: 1566.510009765625 - type: euclidean_ap value: 89.60605626791111 - type: euclidean_f1 value: 84.06546080964686 - type: euclidean_f1_threshold value: 1576.4202117919922 - type: euclidean_precision value: 77.83094098883574 - type: euclidean_recall value: 91.38576779026218 - type: main_score value: 89.60605626791111 - type: manhattan_accuracy value: 76.89950980392157 - type: manhattan_accuracy_threshold value: 38202.215576171875 - type: manhattan_ap value: 89.55766894104868 - type: manhattan_f1 value: 83.80462724935732 - type: manhattan_f1_threshold value: 38934.375 - type: manhattan_precision value: 77.25118483412322 - type: manhattan_recall value: 91.57303370786516 - type: max_accuracy value: 77.32843137254902 - type: max_ap value: 89.60605626791111 - type: max_f1 value: 84.06546080964686 - type: max_precision value: 77.83094098883574 - type: max_recall value: 93.63295880149812 - type: similarity_accuracy value: 76.83823529411765 - type: similarity_accuracy_threshold value: 72.70769476890564 - type: similarity_ap value: 89.56692049908222 - type: similarity_f1 value: 83.99832003359934 - type: similarity_f1_threshold value: 70.9052324295044 - type: similarity_precision value: 76.16146230007617 - type: similarity_recall value: 93.63295880149812 task: type: PairClassification - dataset: config: default name: MTEB PAC (default) revision: fc69d1c153a8ccdcf1eef52f4e2a27f88782f543 split: test type: laugustyniak/abusive-clauses-pl metrics: - type: accuracy value: 68.39559803069794 - type: ap value: 77.68074206719457 - type: ap_weighted value: 77.68074206719457 - type: f1 value: 66.23485605467732 - type: f1_weighted value: 69.03201442129347 - type: main_score value: 68.39559803069794 task: type: Classification - dataset: config: default name: MTEB PAWSX (default) revision: 9c6a90e430ac22b5779fb019a23e820b11a8b5e1 split: test type: C-MTEB/PAWSX metrics: - type: cosine_pearson value: 13.161523266433587 - type: cosine_spearman value: 15.557333873773386 - type: euclidean_pearson value: 17.147508431907525 - type: euclidean_spearman value: 15.664112857732146 - type: main_score value: 15.557333873773386 - type: manhattan_pearson value: 17.130875906264386 - type: manhattan_spearman value: 15.624397342229637 - type: pearson value: 13.161523266433587 - type: spearman value: 15.557333873773386 task: type: STS - dataset: config: default name: MTEB PSC (default) revision: d05a294af9e1d3ff2bfb6b714e08a24a6cabc669 split: test type: PL-MTEB/psc-pairclassification metrics: - type: cosine_accuracy value: 97.86641929499072 - type: cosine_accuracy_threshold value: 79.0391206741333 - type: cosine_ap value: 99.19403807771533 - type: cosine_f1 value: 96.45608628659475 - type: cosine_f1_threshold value: 79.0391206741333 - type: cosine_precision value: 97.50778816199377 - type: cosine_recall value: 95.42682926829268 - type: dot_accuracy value: 98.14471243042672 - type: dot_accuracy_threshold value: 29808.1787109375 - type: dot_ap value: 99.331999859971 - type: dot_f1 value: 97.01492537313433 - type: dot_f1_threshold value: 29808.1787109375 - type: dot_precision value: 95.02923976608187 - type: dot_recall value: 99.08536585365853 - type: euclidean_accuracy value: 97.49536178107606 - type: euclidean_accuracy_threshold value: 1276.227855682373 - type: euclidean_ap value: 98.91056467717377 - type: euclidean_f1 value: 95.83975346687212 - type: euclidean_f1_threshold value: 1276.227855682373 - type: euclidean_precision value: 96.88473520249221 - type: euclidean_recall value: 94.8170731707317 - type: main_score value: 99.331999859971 - type: manhattan_accuracy value: 97.49536178107606 - type: manhattan_accuracy_threshold value: 31097.674560546875 - type: manhattan_ap value: 98.95694691792707 - type: manhattan_f1 value: 95.83975346687212 - type: manhattan_f1_threshold value: 31097.674560546875 - type: manhattan_precision value: 96.88473520249221 - type: manhattan_recall value: 94.8170731707317 - type: max_accuracy value: 98.14471243042672 - type: max_ap value: 99.331999859971 - type: max_f1 value: 97.01492537313433 - type: max_precision value: 97.50778816199377 - type: max_recall value: 99.08536585365853 - type: similarity_accuracy value: 97.86641929499072 - type: similarity_accuracy_threshold value: 79.0391206741333 - type: similarity_ap value: 99.19403807771533 - type: similarity_f1 value: 96.45608628659475 - type: similarity_f1_threshold value: 79.0391206741333 - type: similarity_precision value: 97.50778816199377 - type: similarity_recall value: 95.42682926829268 task: type: PairClassification - dataset: config: en name: MTEB PawsXPairClassification (en) revision: 8a04d940a42cd40658986fdd8e3da561533a3646 split: test type: google-research-datasets/paws-x metrics: - type: cosine_accuracy value: 61.8 - type: cosine_accuracy_threshold value: 99.5664119720459 - type: cosine_ap value: 60.679317786040585 - type: cosine_f1 value: 63.17354143441101 - type: cosine_f1_threshold value: 97.22164869308472 - type: cosine_precision value: 47.6457399103139 - type: cosine_recall value: 93.71554575523705 - type: dot_accuracy value: 55.7 - type: dot_accuracy_threshold value: 48353.62548828125 - type: dot_ap value: 48.53805970536875 - type: dot_f1 value: 62.42214532871972 - type: dot_f1_threshold value: 38215.53955078125 - type: dot_precision value: 45.48663640948058 - type: dot_recall value: 99.44873208379272 - type: euclidean_accuracy value: 61.75000000000001 - type: euclidean_accuracy_threshold value: 189.0761137008667 - type: euclidean_ap value: 60.55517418691518 - type: euclidean_f1 value: 63.07977736549165 - type: euclidean_f1_threshold value: 504.3168067932129 - type: euclidean_precision value: 47.53914988814318 - type: euclidean_recall value: 93.71554575523705 - type: main_score value: 60.679317786040585 - type: manhattan_accuracy value: 61.9 - type: manhattan_accuracy_threshold value: 4695.778274536133 - type: manhattan_ap value: 60.48686620413608 - type: manhattan_f1 value: 62.92880855772778 - type: manhattan_f1_threshold value: 12542.36831665039 - type: manhattan_precision value: 47.28381374722838 - type: manhattan_recall value: 94.04630650496141 - type: max_accuracy value: 61.9 - type: max_ap value: 60.679317786040585 - type: max_f1 value: 63.17354143441101 - type: max_precision value: 47.6457399103139 - type: max_recall value: 99.44873208379272 - type: similarity_accuracy value: 61.8 - type: similarity_accuracy_threshold value: 99.5664119720459 - type: similarity_ap value: 60.679317786040585 - type: similarity_f1 value: 63.17354143441101 - type: similarity_f1_threshold value: 97.22164869308472 - type: similarity_precision value: 47.6457399103139 - type: similarity_recall value: 93.71554575523705 task: type: PairClassification - dataset: config: de name: MTEB PawsXPairClassification (de) revision: 8a04d940a42cd40658986fdd8e3da561533a3646 split: test type: google-research-datasets/paws-x metrics: - type: cosine_accuracy value: 60.25 - type: cosine_accuracy_threshold value: 99.54338073730469 - type: cosine_ap value: 56.7863613689054 - type: cosine_f1 value: 62.23499820337766 - type: cosine_f1_threshold value: 89.95014429092407 - type: cosine_precision value: 45.86864406779661 - type: cosine_recall value: 96.75977653631284 - type: dot_accuracy value: 56.8 - type: dot_accuracy_threshold value: 47349.78332519531 - type: dot_ap value: 49.7857806061729 - type: dot_f1 value: 62.31225986727209 - type: dot_f1_threshold value: 30143.206787109375 - type: dot_precision value: 45.32520325203252 - type: dot_recall value: 99.66480446927373 - type: euclidean_accuracy value: 60.3 - type: euclidean_accuracy_threshold value: 219.78106498718262 - type: euclidean_ap value: 56.731544327179606 - type: euclidean_f1 value: 62.19895287958115 - type: euclidean_f1_threshold value: 1792.1623229980469 - type: euclidean_precision value: 45.22842639593909 - type: euclidean_recall value: 99.55307262569832 - type: main_score value: 56.7863613689054 - type: manhattan_accuracy value: 60.150000000000006 - type: manhattan_accuracy_threshold value: 5104.503631591797 - type: manhattan_ap value: 56.70304479768734 - type: manhattan_f1 value: 62.22067039106145 - type: manhattan_f1_threshold value: 42839.471435546875 - type: manhattan_precision value: 45.2513966480447 - type: manhattan_recall value: 99.55307262569832 - type: max_accuracy value: 60.3 - type: max_ap value: 56.7863613689054 - type: max_f1 value: 62.31225986727209 - type: max_precision value: 45.86864406779661 - type: max_recall value: 99.66480446927373 - type: similarity_accuracy value: 60.25 - type: similarity_accuracy_threshold value: 99.54338073730469 - type: similarity_ap value: 56.7863613689054 - type: similarity_f1 value: 62.23499820337766 - type: similarity_f1_threshold value: 89.95014429092407 - type: similarity_precision value: 45.86864406779661 - type: similarity_recall value: 96.75977653631284 task: type: PairClassification - dataset: config: es name: MTEB PawsXPairClassification (es) revision: 8a04d940a42cd40658986fdd8e3da561533a3646 split: test type: google-research-datasets/paws-x metrics: - type: cosine_accuracy value: 59.699999999999996 - type: cosine_accuracy_threshold value: 99.55930709838867 - type: cosine_ap value: 57.31662248806265 - type: cosine_f1 value: 62.444061962134256 - type: cosine_f1_threshold value: 74.75898265838623 - type: cosine_precision value: 45.3953953953954 - type: cosine_recall value: 100.0 - type: dot_accuracy value: 55.900000000000006 - type: dot_accuracy_threshold value: 47512.90283203125 - type: dot_ap value: 49.39339147787568 - type: dot_f1 value: 62.487082328625554 - type: dot_f1_threshold value: 34989.03503417969 - type: dot_precision value: 45.44088176352705 - type: dot_recall value: 100.0 - type: euclidean_accuracy value: 59.599999999999994 - type: euclidean_accuracy_threshold value: 200.82547664642334 - type: euclidean_ap value: 57.19737488445163 - type: euclidean_f1 value: 62.444061962134256 - type: euclidean_f1_threshold value: 1538.8837814331055 - type: euclidean_precision value: 45.3953953953954 - type: euclidean_recall value: 100.0 - type: main_score value: 57.31662248806265 - type: manhattan_accuracy value: 59.550000000000004 - type: manhattan_accuracy_threshold value: 5016.501617431641 - type: manhattan_ap value: 57.089959907945065 - type: manhattan_f1 value: 62.444061962134256 - type: manhattan_f1_threshold value: 37523.53515625 - type: manhattan_precision value: 45.3953953953954 - type: manhattan_recall value: 100.0 - type: max_accuracy value: 59.699999999999996 - type: max_ap value: 57.31662248806265 - type: max_f1 value: 62.487082328625554 - type: max_precision value: 45.44088176352705 - type: max_recall value: 100.0 - type: similarity_accuracy value: 59.699999999999996 - type: similarity_accuracy_threshold value: 99.55930709838867 - type: similarity_ap value: 57.31662248806265 - type: similarity_f1 value: 62.444061962134256 - type: similarity_f1_threshold value: 74.75898265838623 - type: similarity_precision value: 45.3953953953954 - type: similarity_recall value: 100.0 task: type: PairClassification - dataset: config: fr name: MTEB PawsXPairClassification (fr) revision: 8a04d940a42cd40658986fdd8e3da561533a3646 split: test type: google-research-datasets/paws-x metrics: - type: cosine_accuracy value: 61.150000000000006 - type: cosine_accuracy_threshold value: 99.36153888702393 - type: cosine_ap value: 59.43845317938599 - type: cosine_f1 value: 62.51298026998961 - type: cosine_f1_threshold value: 76.77866220474243 - type: cosine_precision value: 45.468277945619334 - type: cosine_recall value: 100.0 - type: dot_accuracy value: 55.75 - type: dot_accuracy_threshold value: 48931.55212402344 - type: dot_ap value: 50.15949290538757 - type: dot_f1 value: 62.53462603878117 - type: dot_f1_threshold value: 34415.7958984375 - type: dot_precision value: 45.4911838790932 - type: dot_recall value: 100.0 - type: euclidean_accuracy value: 61.050000000000004 - type: euclidean_accuracy_threshold value: 240.8097267150879 - type: euclidean_ap value: 59.367971294226216 - type: euclidean_f1 value: 62.51298026998961 - type: euclidean_f1_threshold value: 1444.132423400879 - type: euclidean_precision value: 45.468277945619334 - type: euclidean_recall value: 100.0 - type: main_score value: 59.43845317938599 - type: manhattan_accuracy value: 60.95 - type: manhattan_accuracy_threshold value: 5701.206207275391 - type: manhattan_ap value: 59.30094096378774 - type: manhattan_f1 value: 62.53462603878117 - type: manhattan_f1_threshold value: 33445.672607421875 - type: manhattan_precision value: 45.4911838790932 - type: manhattan_recall value: 100.0 - type: max_accuracy value: 61.150000000000006 - type: max_ap value: 59.43845317938599 - type: max_f1 value: 62.53462603878117 - type: max_precision value: 45.4911838790932 - type: max_recall value: 100.0 - type: similarity_accuracy value: 61.150000000000006 - type: similarity_accuracy_threshold value: 99.36153888702393 - type: similarity_ap value: 59.43845317938599 - type: similarity_f1 value: 62.51298026998961 - type: similarity_f1_threshold value: 76.77866220474243 - type: similarity_precision value: 45.468277945619334 - type: similarity_recall value: 100.0 task: type: PairClassification - dataset: config: zh name: MTEB PawsXPairClassification (zh) revision: 8a04d940a42cd40658986fdd8e3da561533a3646 split: test type: google-research-datasets/paws-x metrics: - type: cosine_accuracy value: 58.85 - type: cosine_accuracy_threshold value: 99.73838329315186 - type: cosine_ap value: 54.66913160570546 - type: cosine_f1 value: 62.32136632973162 - type: cosine_f1_threshold value: 76.4499306678772 - type: cosine_precision value: 45.265822784810126 - type: cosine_recall value: 100.0 - type: dot_accuracy value: 56.25 - type: dot_accuracy_threshold value: 47351.9287109375 - type: dot_ap value: 48.5266232989438 - type: dot_f1 value: 62.277951933124356 - type: dot_f1_threshold value: 31325.28076171875 - type: dot_precision value: 45.220030349013655 - type: dot_recall value: 100.0 - type: euclidean_accuracy value: 58.9 - type: euclidean_accuracy_threshold value: 144.24468278884888 - type: euclidean_ap value: 54.66981490353506 - type: euclidean_f1 value: 62.32136632973162 - type: euclidean_f1_threshold value: 1484.908676147461 - type: euclidean_precision value: 45.265822784810126 - type: euclidean_recall value: 100.0 - type: main_score value: 54.66981490353506 - type: manhattan_accuracy value: 58.9 - type: manhattan_accuracy_threshold value: 3586.785125732422 - type: manhattan_ap value: 54.668355260247736 - type: manhattan_f1 value: 62.32136632973162 - type: manhattan_f1_threshold value: 36031.22863769531 - type: manhattan_precision value: 45.265822784810126 - type: manhattan_recall value: 100.0 - type: max_accuracy value: 58.9 - type: max_ap value: 54.66981490353506 - type: max_f1 value: 62.32136632973162 - type: max_precision value: 45.265822784810126 - type: max_recall value: 100.0 - type: similarity_accuracy value: 58.85 - type: similarity_accuracy_threshold value: 99.73838329315186 - type: similarity_ap value: 54.66913160570546 - type: similarity_f1 value: 62.32136632973162 - type: similarity_f1_threshold value: 76.4499306678772 - type: similarity_precision value: 45.265822784810126 - type: similarity_recall value: 100.0 task: type: PairClassification - dataset: config: default name: MTEB PolEmo2.0-IN (default) revision: d90724373c70959f17d2331ad51fb60c71176b03 split: test type: PL-MTEB/polemo2_in metrics: - type: accuracy value: 83.75346260387812 - type: f1 value: 81.98304891214909 - type: f1_weighted value: 84.29623200830078 - type: main_score value: 83.75346260387812 task: type: Classification - dataset: config: default name: MTEB PolEmo2.0-OUT (default) revision: 6a21ab8716e255ab1867265f8b396105e8aa63d4 split: test type: PL-MTEB/polemo2_out metrics: - type: accuracy value: 66.53846153846153 - type: f1 value: 52.71826064368638 - type: f1_weighted value: 69.10010124630334 - type: main_score value: 66.53846153846153 task: type: Classification - dataset: config: default name: MTEB PPC revision: None split: test type: PL-MTEB/ppc-pairclassification metrics: - type: cosine_accuracy value: 81.8 - type: cosine_accuracy_threshold value: 90.47793745994568 - type: cosine_ap value: 91.42490266080884 - type: cosine_f1 value: 85.4632587859425 - type: cosine_f1_threshold value: 90.47793745994568 - type: cosine_precision value: 82.56172839506173 - type: cosine_recall value: 88.57615894039735 - type: dot_accuracy value: 74.6 - type: dot_accuracy_threshold value: 42102.23693847656 - type: dot_ap value: 86.20060009096979 - type: dot_f1 value: 80.02842928216063 - type: dot_f1_threshold value: 38970.16906738281 - type: dot_precision value: 70.1120797011208 - type: dot_recall value: 93.21192052980133 - type: euclidean_accuracy value: 81.5 - type: euclidean_accuracy_threshold value: 880.433464050293 - type: euclidean_ap value: 91.33143477982087 - type: euclidean_f1 value: 85.44600938967135 - type: euclidean_f1_threshold value: 964.0384674072266 - type: euclidean_precision value: 81.00890207715133 - type: euclidean_recall value: 90.39735099337747 - type: main_score value: 91.42490266080884 - type: manhattan_accuracy value: 81.3 - type: manhattan_accuracy_threshold value: 22100.830078125 - type: manhattan_ap value: 91.25996158651282 - type: manhattan_f1 value: 85.38102643856921 - type: manhattan_f1_threshold value: 24043.515014648438 - type: manhattan_precision value: 80.49853372434018 - type: manhattan_recall value: 90.89403973509934 - type: max_accuracy value: 81.8 - type: max_ap value: 91.42490266080884 - type: max_f1 value: 85.4632587859425 - type: max_precision value: 82.56172839506173 - type: max_recall value: 93.21192052980133 - type: similarity_accuracy value: 81.8 - type: similarity_accuracy_threshold value: 90.47793745994568 - type: similarity_ap value: 91.42490266080884 - type: similarity_f1 value: 85.4632587859425 - type: similarity_f1_threshold value: 90.47793745994568 - type: similarity_precision value: 82.56172839506173 - type: similarity_recall value: 88.57615894039735 task: type: PairClassification - dataset: config: default name: MTEB QuoraRetrieval (default) revision: e4e08e0b7dbe3c8700f0daef558ff32256715259 split: test type: mteb/quora metrics: - type: map_at_1 value: 71.419 - type: map_at_10 value: 85.542 - type: map_at_100 value: 86.161 - type: map_at_1000 value: 86.175 - type: map_at_20 value: 85.949 - type: map_at_3 value: 82.623 - type: map_at_5 value: 84.5 - type: mrr_at_1 value: 82.27 - type: mrr_at_10 value: 88.21900000000001 - type: mrr_at_100 value: 88.313 - type: mrr_at_1000 value: 88.31400000000001 - type: mrr_at_20 value: 88.286 - type: mrr_at_3 value: 87.325 - type: mrr_at_5 value: 87.97500000000001 - type: ndcg_at_1 value: 82.3 - type: ndcg_at_10 value: 89.088 - type: ndcg_at_100 value: 90.217 - type: ndcg_at_1000 value: 90.29700000000001 - type: ndcg_at_20 value: 89.697 - type: ndcg_at_3 value: 86.435 - type: ndcg_at_5 value: 87.966 - type: precision_at_1 value: 82.3 - type: precision_at_10 value: 13.527000000000001 - type: precision_at_100 value: 1.537 - type: precision_at_1000 value: 0.157 - type: precision_at_20 value: 7.165000000000001 - type: precision_at_3 value: 37.92 - type: precision_at_5 value: 24.914 - type: recall_at_1 value: 71.419 - type: recall_at_10 value: 95.831 - type: recall_at_100 value: 99.64 - type: recall_at_1000 value: 99.988 - type: recall_at_20 value: 97.76599999999999 - type: recall_at_3 value: 88.081 - type: recall_at_5 value: 92.50500000000001 - type: main_score value: 89.088 task: type: Retrieval - dataset: config: default name: MTEB RUParaPhraserSTS (default) revision: 43265056790b8f7c59e0139acb4be0a8dad2c8f4 split: test type: merionum/ru_paraphraser metrics: - type: cosine_pearson value: 67.91177744712421 - type: cosine_spearman value: 76.77113726753656 - type: euclidean_pearson value: 73.81454206068638 - type: euclidean_spearman value: 76.92529493599028 - type: main_score value: 76.77113726753656 - type: manhattan_pearson value: 73.81690454439168 - type: manhattan_spearman value: 76.87333776705002 - type: pearson value: 67.91177744712421 - type: spearman value: 76.77113726753656 task: type: STS - dataset: config: default name: MTEB RedditClustering (default) revision: 24640382cdbf8abc73003fb0fa6d111a705499eb split: test type: mteb/reddit-clustering metrics: - type: main_score value: 55.39924225216962 - type: v_measure value: 55.39924225216962 - type: v_measure_std value: 4.723802279292467 task: type: Clustering - dataset: config: default name: MTEB RedditClusteringP2P (default) revision: 385e3cb46b4cfa89021f56c4380204149d0efe33 split: test type: mteb/reddit-clustering-p2p metrics: - type: main_score value: 62.87465161304012 - type: v_measure value: 62.87465161304012 - type: v_measure_std value: 12.082670914488473 task: type: Clustering - dataset: config: default name: MTEB RiaNewsRetrieval (default) revision: 82374b0bbacda6114f39ff9c5b925fa1512ca5d7 split: test type: ai-forever/ria-news-retrieval metrics: - type: main_score value: 79.209 - type: map_at_1 value: 67.33 - type: map_at_10 value: 75.633 - type: map_at_100 value: 75.897 - type: map_at_1000 value: 75.907 - type: map_at_20 value: 75.804 - type: map_at_3 value: 74.2 - type: map_at_5 value: 75.13300000000001 - type: mrr_at_1 value: 67.31 - type: mrr_at_10 value: 75.62709126984095 - type: mrr_at_100 value: 75.89105697041113 - type: mrr_at_1000 value: 75.90115653883124 - type: mrr_at_20 value: 75.79802332308172 - type: mrr_at_3 value: 74.19499999999961 - type: mrr_at_5 value: 75.12849999999939 - type: nauc_map_at_1000_diff1 value: 74.30304869630591 - type: nauc_map_at_1000_max value: 36.477146725784046 - type: nauc_map_at_1000_std value: -20.862772498461723 - type: nauc_map_at_100_diff1 value: 74.29833058090355 - type: nauc_map_at_100_max value: 36.483678619667884 - type: nauc_map_at_100_std value: -20.856274849980135 - type: nauc_map_at_10_diff1 value: 74.20729220697967 - type: nauc_map_at_10_max value: 36.56543146170092 - type: nauc_map_at_10_std value: -20.991081015484728 - type: nauc_map_at_1_diff1 value: 77.38899022125185 - type: nauc_map_at_1_max value: 32.45918619669731 - type: nauc_map_at_1_std value: -22.149586336167324 - type: nauc_map_at_20_diff1 value: 74.2447573558587 - type: nauc_map_at_20_max value: 36.50383130240387 - type: nauc_map_at_20_std value: -20.87013743041831 - type: nauc_map_at_3_diff1 value: 74.3054577294586 - type: nauc_map_at_3_max value: 36.484530586652724 - type: nauc_map_at_3_std value: -21.90543024607988 - type: nauc_map_at_5_diff1 value: 74.21062368961503 - type: nauc_map_at_5_max value: 36.55670532498779 - type: nauc_map_at_5_std value: -21.488786900676942 - type: nauc_mrr_at_1000_diff1 value: 74.31619177956684 - type: nauc_mrr_at_1000_max value: 36.53498918453189 - type: nauc_mrr_at_1000_std value: -20.75986704931237 - type: nauc_mrr_at_100_diff1 value: 74.31146790382356 - type: nauc_mrr_at_100_max value: 36.54149252857106 - type: nauc_mrr_at_100_std value: -20.75341959250079 - type: nauc_mrr_at_10_diff1 value: 74.22027806145095 - type: nauc_mrr_at_10_max value: 36.622542969971725 - type: nauc_mrr_at_10_std value: -20.889417384064117 - type: nauc_mrr_at_1_diff1 value: 77.4306709551449 - type: nauc_mrr_at_1_max value: 32.57259463438259 - type: nauc_mrr_at_1_std value: -21.964402859613937 - type: nauc_mrr_at_20_diff1 value: 74.25784396230718 - type: nauc_mrr_at_20_max value: 36.561412224507336 - type: nauc_mrr_at_20_std value: -20.767665000065723 - type: nauc_mrr_at_3_diff1 value: 74.31423253547214 - type: nauc_mrr_at_3_max value: 36.537745749488906 - type: nauc_mrr_at_3_std value: -21.81259529019546 - type: nauc_mrr_at_5_diff1 value: 74.22404613312771 - type: nauc_mrr_at_5_max value: 36.60743768455219 - type: nauc_mrr_at_5_std value: -21.39479216331971 - type: nauc_ndcg_at_1000_diff1 value: 73.48182819705742 - type: nauc_ndcg_at_1000_max value: 37.86991608461793 - type: nauc_ndcg_at_1000_std value: -19.021499322688904 - type: nauc_ndcg_at_100_diff1 value: 73.34941250585759 - type: nauc_ndcg_at_100_max value: 38.11150275625829 - type: nauc_ndcg_at_100_std value: -18.70624087206104 - type: nauc_ndcg_at_10_diff1 value: 72.82520265115987 - type: nauc_ndcg_at_10_max value: 38.43323357650525 - type: nauc_ndcg_at_10_std value: -19.410953792830878 - type: nauc_ndcg_at_1_diff1 value: 77.38899022125185 - type: nauc_ndcg_at_1_max value: 32.45918619669731 - type: nauc_ndcg_at_1_std value: -22.149586336167324 - type: nauc_ndcg_at_20_diff1 value: 72.93309285256507 - type: nauc_ndcg_at_20_max value: 38.217372819067755 - type: nauc_ndcg_at_20_std value: -18.864113576359333 - type: nauc_ndcg_at_3_diff1 value: 73.18253776744112 - type: nauc_ndcg_at_3_max value: 38.008109328364 - type: nauc_ndcg_at_3_std value: -21.68785687594153 - type: nauc_ndcg_at_5_diff1 value: 72.90474739784793 - type: nauc_ndcg_at_5_max value: 38.29483039202184 - type: nauc_ndcg_at_5_std value: -20.833049811453474 - type: nauc_precision_at_1000_diff1 value: 59.306217613750334 - type: nauc_precision_at_1000_max value: 72.20747948302262 - type: nauc_precision_at_1000_std value: 45.58837180096227 - type: nauc_precision_at_100_diff1 value: 62.87286844562389 - type: nauc_precision_at_100_max value: 61.33108214045868 - type: nauc_precision_at_100_std value: 20.67481963545654 - type: nauc_precision_at_10_diff1 value: 64.11222984256685 - type: nauc_precision_at_10_max value: 50.323697746037496 - type: nauc_precision_at_10_std value: -7.9994544634332625 - type: nauc_precision_at_1_diff1 value: 77.38899022125185 - type: nauc_precision_at_1_max value: 32.45918619669731 - type: nauc_precision_at_1_std value: -22.149586336167324 - type: nauc_precision_at_20_diff1 value: 62.30228127286973 - type: nauc_precision_at_20_max value: 52.02090746208407 - type: nauc_precision_at_20_std value: 0.7629898806370331 - type: nauc_precision_at_3_diff1 value: 68.82856645994157 - type: nauc_precision_at_3_max value: 43.94171571306625 - type: nauc_precision_at_3_std value: -20.78595255410148 - type: nauc_precision_at_5_diff1 value: 66.62157622497887 - type: nauc_precision_at_5_max value: 46.69398173603811 - type: nauc_precision_at_5_std value: -17.412423571163057 - type: nauc_recall_at_1000_diff1 value: 59.30621761375148 - type: nauc_recall_at_1000_max value: 72.20747948302191 - type: nauc_recall_at_1000_std value: 45.588371800962655 - type: nauc_recall_at_100_diff1 value: 62.872868445623894 - type: nauc_recall_at_100_max value: 61.33108214045813 - type: nauc_recall_at_100_std value: 20.67481963545666 - type: nauc_recall_at_10_diff1 value: 64.11222984256698 - type: nauc_recall_at_10_max value: 50.32369774603755 - type: nauc_recall_at_10_std value: -7.999454463433321 - type: nauc_recall_at_1_diff1 value: 77.38899022125185 - type: nauc_recall_at_1_max value: 32.45918619669731 - type: nauc_recall_at_1_std value: -22.149586336167324 - type: nauc_recall_at_20_diff1 value: 62.3022812728695 - type: nauc_recall_at_20_max value: 52.02090746208397 - type: nauc_recall_at_20_std value: 0.7629898806369458 - type: nauc_recall_at_3_diff1 value: 68.82856645994157 - type: nauc_recall_at_3_max value: 43.94171571306612 - type: nauc_recall_at_3_std value: -20.78595255410157 - type: nauc_recall_at_5_diff1 value: 66.62157622497897 - type: nauc_recall_at_5_max value: 46.693981736038246 - type: nauc_recall_at_5_std value: -17.412423571162954 - type: ndcg_at_1 value: 67.33 - type: ndcg_at_10 value: 79.209 - type: ndcg_at_100 value: 80.463 - type: ndcg_at_1000 value: 80.74799999999999 - type: ndcg_at_20 value: 79.81899999999999 - type: ndcg_at_3 value: 76.335 - type: ndcg_at_5 value: 78.011 - type: precision_at_1 value: 67.33 - type: precision_at_10 value: 9.020999999999999 - type: precision_at_100 value: 0.96 - type: precision_at_1000 value: 0.098 - type: precision_at_20 value: 4.63 - type: precision_at_3 value: 27.493000000000002 - type: precision_at_5 value: 17.308 - type: recall_at_1 value: 67.33 - type: recall_at_10 value: 90.21000000000001 - type: recall_at_100 value: 96.00999999999999 - type: recall_at_1000 value: 98.29 - type: recall_at_20 value: 92.60000000000001 - type: recall_at_3 value: 82.48 - type: recall_at_5 value: 86.53999999999999 task: type: Retrieval - dataset: config: default name: MTEB RuBQReranking (default) revision: 2e96b8f098fa4b0950fc58eacadeb31c0d0c7fa2 split: test type: ai-forever/rubq-reranking metrics: - type: main_score value: 65.57453932493252 - type: map value: 65.57453932493252 - type: mrr value: 70.51408205663526 - type: nAUC_map_diff1 value: 26.69583260609023 - type: nAUC_map_max value: 12.928262749610663 - type: nAUC_map_std value: 11.702468857903128 - type: nAUC_mrr_diff1 value: 28.5206955462174 - type: nAUC_mrr_max value: 14.207162454694227 - type: nAUC_mrr_std value: 10.725721001555296 task: type: Reranking - dataset: config: default name: MTEB RuBQRetrieval (default) revision: e19b6ffa60b3bc248e0b41f4cc37c26a55c2a67b split: test type: ai-forever/rubq-retrieval metrics: - type: main_score value: 72.306 - type: map_at_1 value: 44.187 - type: map_at_10 value: 64.836 - type: map_at_100 value: 65.771 - type: map_at_1000 value: 65.8 - type: map_at_20 value: 65.497 - type: map_at_3 value: 59.692 - type: map_at_5 value: 63.105 - type: mrr_at_1 value: 62.23404255319149 - type: mrr_at_10 value: 73.40810161732159 - type: mrr_at_100 value: 73.67949305473395 - type: mrr_at_1000 value: 73.68707852294746 - type: mrr_at_20 value: 73.60429051697479 - type: mrr_at_3 value: 71.47360126083535 - type: mrr_at_5 value: 72.8447596532704 - type: nauc_map_at_1000_diff1 value: 39.838449035736886 - type: nauc_map_at_1000_max value: 32.29962306877408 - type: nauc_map_at_1000_std value: -6.324859592714388 - type: nauc_map_at_100_diff1 value: 39.824361938745426 - type: nauc_map_at_100_max value: 32.32055222704763 - type: nauc_map_at_100_std value: -6.301641111869559 - type: nauc_map_at_10_diff1 value: 39.50155328718487 - type: nauc_map_at_10_max value: 31.745730244960672 - type: nauc_map_at_10_std value: -6.867215137329693 - type: nauc_map_at_1_diff1 value: 47.66181128677822 - type: nauc_map_at_1_max value: 21.75204233166764 - type: nauc_map_at_1_std value: -8.06951079061697 - type: nauc_map_at_20_diff1 value: 39.78364637902108 - type: nauc_map_at_20_max value: 32.39065528029405 - type: nauc_map_at_20_std value: -6.368994332729006 - type: nauc_map_at_3_diff1 value: 39.51829474433183 - type: nauc_map_at_3_max value: 28.633292697821673 - type: nauc_map_at_3_std value: -7.2561170814963925 - type: nauc_map_at_5_diff1 value: 39.288433237676266 - type: nauc_map_at_5_max value: 31.007702201615515 - type: nauc_map_at_5_std value: -7.235131195162474 - type: nauc_mrr_at_1000_diff1 value: 49.599102391215226 - type: nauc_mrr_at_1000_max value: 38.25521825911133 - type: nauc_mrr_at_1000_std value: -10.448180939809435 - type: nauc_mrr_at_100_diff1 value: 49.5957067716212 - type: nauc_mrr_at_100_max value: 38.26760703964535 - type: nauc_mrr_at_100_std value: -10.438443051971081 - type: nauc_mrr_at_10_diff1 value: 49.35269710190271 - type: nauc_mrr_at_10_max value: 38.43782589127069 - type: nauc_mrr_at_10_std value: -10.404402063509815 - type: nauc_mrr_at_1_diff1 value: 53.32206103688421 - type: nauc_mrr_at_1_max value: 33.52402390241035 - type: nauc_mrr_at_1_std value: -12.73473393949936 - type: nauc_mrr_at_20_diff1 value: 49.550630850826636 - type: nauc_mrr_at_20_max value: 38.35964703941151 - type: nauc_mrr_at_20_std value: -10.444577766284766 - type: nauc_mrr_at_3_diff1 value: 49.12029127633829 - type: nauc_mrr_at_3_max value: 38.01631275124067 - type: nauc_mrr_at_3_std value: -10.523724301481309 - type: nauc_mrr_at_5_diff1 value: 49.04606949432458 - type: nauc_mrr_at_5_max value: 38.33647550077891 - type: nauc_mrr_at_5_std value: -10.47076409263114 - type: nauc_ndcg_at_1000_diff1 value: 41.342785916264226 - type: nauc_ndcg_at_1000_max value: 35.75731064862711 - type: nauc_ndcg_at_1000_std value: -5.45573422899229 - type: nauc_ndcg_at_100_diff1 value: 40.972974559636086 - type: nauc_ndcg_at_100_max value: 36.32938573321036 - type: nauc_ndcg_at_100_std value: -4.749631537590004 - type: nauc_ndcg_at_10_diff1 value: 39.67813474464166 - type: nauc_ndcg_at_10_max value: 35.480200504848966 - type: nauc_ndcg_at_10_std value: -6.318561293935512 - type: nauc_ndcg_at_1_diff1 value: 53.45970160222764 - type: nauc_ndcg_at_1_max value: 33.14759013278075 - type: nauc_ndcg_at_1_std value: -12.579833891774847 - type: nauc_ndcg_at_20_diff1 value: 40.67492861219249 - type: nauc_ndcg_at_20_max value: 36.84960799838019 - type: nauc_ndcg_at_20_std value: -5.202530835850179 - type: nauc_ndcg_at_3_diff1 value: 39.574906207408844 - type: nauc_ndcg_at_3_max value: 31.76512164509258 - type: nauc_ndcg_at_3_std value: -7.656143208565999 - type: nauc_ndcg_at_5_diff1 value: 39.096348529742095 - type: nauc_ndcg_at_5_max value: 34.075926475544165 - type: nauc_ndcg_at_5_std value: -7.238045445366631 - type: nauc_precision_at_1000_diff1 value: -14.283799754212609 - type: nauc_precision_at_1000_max value: 6.449741756717101 - type: nauc_precision_at_1000_std value: 4.862828679759048 - type: nauc_precision_at_100_diff1 value: -13.23173132700258 - type: nauc_precision_at_100_max value: 11.058898534529195 - type: nauc_precision_at_100_std value: 7.343683941814956 - type: nauc_precision_at_10_diff1 value: -7.202951643546464 - type: nauc_precision_at_10_max value: 17.499446869433278 - type: nauc_precision_at_10_std value: 2.8367985220406307 - type: nauc_precision_at_1_diff1 value: 53.45970160222764 - type: nauc_precision_at_1_max value: 33.14759013278075 - type: nauc_precision_at_1_std value: -12.579833891774847 - type: nauc_precision_at_20_diff1 value: -9.477122699154124 - type: nauc_precision_at_20_max value: 16.80556031564312 - type: nauc_precision_at_20_std value: 6.420218284416923 - type: nauc_precision_at_3_diff1 value: 5.5276143574150245 - type: nauc_precision_at_3_max value: 23.65952688481666 - type: nauc_precision_at_3_std value: -1.8730348729295785 - type: nauc_precision_at_5_diff1 value: -2.4537029093721308 - type: nauc_precision_at_5_max value: 21.41469327545133 - type: nauc_precision_at_5_std value: 0.1543890645722277 - type: nauc_recall_at_1000_diff1 value: -1.7474947956413491 - type: nauc_recall_at_1000_max value: 46.22670991970479 - type: nauc_recall_at_1000_std value: 62.582840705588794 - type: nauc_recall_at_100_diff1 value: 16.116089801097345 - type: nauc_recall_at_100_max value: 52.54794580975103 - type: nauc_recall_at_100_std value: 33.720245696003246 - type: nauc_recall_at_10_diff1 value: 23.134924318655482 - type: nauc_recall_at_10_max value: 38.73754275649077 - type: nauc_recall_at_10_std value: 0.6137471711639239 - type: nauc_recall_at_1_diff1 value: 47.66181128677822 - type: nauc_recall_at_1_max value: 21.75204233166764 - type: nauc_recall_at_1_std value: -8.06951079061697 - type: nauc_recall_at_20_diff1 value: 24.130616271355017 - type: nauc_recall_at_20_max value: 48.306178640146136 - type: nauc_recall_at_20_std value: 9.290819557000022 - type: nauc_recall_at_3_diff1 value: 29.767415016250226 - type: nauc_recall_at_3_max value: 28.54289782140701 - type: nauc_recall_at_3_std value: -5.1395675072005576 - type: nauc_recall_at_5_diff1 value: 25.410613126870174 - type: nauc_recall_at_5_max value: 33.24658754857624 - type: nauc_recall_at_5_std value: -4.211226036746632 - type: ndcg_at_1 value: 62.175000000000004 - type: ndcg_at_10 value: 72.306 - type: ndcg_at_100 value: 75.074 - type: ndcg_at_1000 value: 75.581 - type: ndcg_at_20 value: 73.875 - type: ndcg_at_3 value: 65.641 - type: ndcg_at_5 value: 69.48299999999999 - type: precision_at_1 value: 62.175000000000004 - type: precision_at_10 value: 13.907 - type: precision_at_100 value: 1.591 - type: precision_at_1000 value: 0.166 - type: precision_at_20 value: 7.446999999999999 - type: precision_at_3 value: 35.619 - type: precision_at_5 value: 24.917 - type: recall_at_1 value: 44.187 - type: recall_at_10 value: 85.10600000000001 - type: recall_at_100 value: 95.488 - type: recall_at_1000 value: 98.831 - type: recall_at_20 value: 90.22200000000001 - type: recall_at_3 value: 68.789 - type: recall_at_5 value: 77.85499999999999 task: type: Retrieval - dataset: config: default name: MTEB RuReviewsClassification (default) revision: f6d2c31f4dc6b88f468552750bfec05b4b41b05a split: test type: ai-forever/ru-reviews-classification metrics: - type: accuracy value: 67.5830078125 - type: f1 value: 67.56931936632446 - type: f1_weighted value: 67.57137733752779 - type: main_score value: 67.5830078125 task: type: Classification - dataset: config: default name: MTEB RuSTSBenchmarkSTS (default) revision: 7cf24f325c6da6195df55bef3d86b5e0616f3018 split: test type: ai-forever/ru-stsbenchmark-sts metrics: - type: cosine_pearson value: 85.90493484626788 - type: cosine_spearman value: 86.21965691667411 - type: euclidean_pearson value: 86.07499842984909 - type: euclidean_spearman value: 86.55506818735688 - type: main_score value: 86.21965691667411 - type: manhattan_pearson value: 85.95976420231729 - type: manhattan_spearman value: 86.48604243661234 - type: pearson value: 85.90493484626788 - type: spearman value: 86.21965691667411 task: type: STS - dataset: config: default name: MTEB RuSciBenchGRNTIClassification (default) revision: 673a610d6d3dd91a547a0d57ae1b56f37ebbf6a1 split: test type: ai-forever/ru-scibench-grnti-classification metrics: - type: accuracy value: 59.1943359375 - type: f1 value: 58.894480861440414 - type: f1_weighted value: 58.903615560240866 - type: main_score value: 59.1943359375 task: type: Classification - dataset: config: default name: MTEB RuSciBenchGRNTIClusteringP2P (default) revision: 673a610d6d3dd91a547a0d57ae1b56f37ebbf6a1 split: test type: ai-forever/ru-scibench-grnti-classification metrics: - type: main_score value: 57.99209448663228 - type: v_measure value: 57.99209448663228 - type: v_measure_std value: 1.0381163861993816 task: type: Clustering - dataset: config: default name: MTEB RuSciBenchOECDClassification (default) revision: 26c88e99dcaba32bb45d0e1bfc21902337f6d471 split: test type: ai-forever/ru-scibench-oecd-classification metrics: - type: accuracy value: 45.556640625 - type: f1 value: 45.159163104085906 - type: f1_weighted value: 45.16098316398626 - type: main_score value: 45.556640625 task: type: Classification - dataset: config: default name: MTEB RuSciBenchOECDClusteringP2P (default) revision: 26c88e99dcaba32bb45d0e1bfc21902337f6d471 split: test type: ai-forever/ru-scibench-oecd-classification metrics: - type: main_score value: 50.787548070488974 - type: v_measure value: 50.787548070488974 - type: v_measure_std value: 0.8569958168946827 task: type: Clustering - dataset: config: default name: MTEB SCIDOCS (default) revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88 split: test type: mteb/scidocs metrics: - type: map_at_1 value: 4.843 - type: map_at_10 value: 11.752 - type: map_at_100 value: 13.919 - type: map_at_1000 value: 14.198 - type: map_at_20 value: 12.898000000000001 - type: map_at_3 value: 8.603 - type: map_at_5 value: 10.069 - type: mrr_at_1 value: 23.799999999999997 - type: mrr_at_10 value: 34.449999999999996 - type: mrr_at_100 value: 35.64 - type: mrr_at_1000 value: 35.691 - type: mrr_at_20 value: 35.213 - type: mrr_at_3 value: 31.383 - type: mrr_at_5 value: 33.062999999999995 - type: ndcg_at_1 value: 23.799999999999997 - type: ndcg_at_10 value: 19.811 - type: ndcg_at_100 value: 28.108 - type: ndcg_at_1000 value: 33.1 - type: ndcg_at_20 value: 22.980999999999998 - type: ndcg_at_3 value: 19.153000000000002 - type: ndcg_at_5 value: 16.408 - type: precision_at_1 value: 23.799999999999997 - type: precision_at_10 value: 10.16 - type: precision_at_100 value: 2.1999999999999997 - type: precision_at_1000 value: 0.34099999999999997 - type: precision_at_20 value: 6.915 - type: precision_at_3 value: 17.8 - type: precision_at_5 value: 14.14 - type: recall_at_1 value: 4.843 - type: recall_at_10 value: 20.595 - type: recall_at_100 value: 44.66 - type: recall_at_1000 value: 69.152 - type: recall_at_20 value: 28.04 - type: recall_at_3 value: 10.833 - type: recall_at_5 value: 14.346999999999998 - type: main_score value: 19.811 task: type: Retrieval - dataset: config: default name: MTEB SICK-E-PL (default) revision: 71bba34b0ece6c56dfcf46d9758a27f7a90f17e9 split: test type: PL-MTEB/sicke-pl-pairclassification metrics: - type: cosine_accuracy value: 80.90093762739502 - type: cosine_accuracy_threshold value: 94.40930485725403 - type: cosine_ap value: 71.15400909912427 - type: cosine_f1 value: 66.8213457076566 - type: cosine_f1_threshold value: 91.53673648834229 - type: cosine_precision value: 62.4922504649721 - type: cosine_recall value: 71.7948717948718 - type: dot_accuracy value: 78.41418671015083 - type: dot_accuracy_threshold value: 42924.45068359375 - type: dot_ap value: 63.34003025365763 - type: dot_f1 value: 62.518258837277244 - type: dot_f1_threshold value: 40900.738525390625 - type: dot_precision value: 52.99653293709758 - type: dot_recall value: 76.21082621082621 - type: euclidean_accuracy value: 80.67672238075826 - type: euclidean_accuracy_threshold value: 696.0524559020996 - type: euclidean_ap value: 70.88762835990224 - type: euclidean_f1 value: 66.711051930759 - type: euclidean_f1_threshold value: 878.5581588745117 - type: euclidean_precision value: 62.625 - type: euclidean_recall value: 71.36752136752136 - type: main_score value: 71.15400909912427 - type: manhattan_accuracy value: 80.65633917651854 - type: manhattan_accuracy_threshold value: 17277.72674560547 - type: manhattan_ap value: 70.67105336611716 - type: manhattan_f1 value: 66.51346027577151 - type: manhattan_f1_threshold value: 21687.957763671875 - type: manhattan_precision value: 61.69305724725944 - type: manhattan_recall value: 72.15099715099716 - type: max_accuracy value: 80.90093762739502 - type: max_ap value: 71.15400909912427 - type: max_f1 value: 66.8213457076566 - type: max_precision value: 62.625 - type: max_recall value: 76.21082621082621 - type: similarity_accuracy value: 80.90093762739502 - type: similarity_accuracy_threshold value: 94.40930485725403 - type: similarity_ap value: 71.15400909912427 - type: similarity_f1 value: 66.8213457076566 - type: similarity_f1_threshold value: 91.53673648834229 - type: similarity_precision value: 62.4922504649721 - type: similarity_recall value: 71.7948717948718 task: type: PairClassification - dataset: config: default name: MTEB SICK-R (default) revision: 20a6d6f312dd54037fe07a32d58e5e168867909d split: test type: mteb/sickr-sts metrics: - type: cosine_pearson value: 92.3339946866199 - type: cosine_spearman value: 89.61697355115497 - type: euclidean_pearson value: 90.3264916449669 - type: euclidean_spearman value: 89.36270451308866 - type: main_score value: 89.61697355115497 - type: manhattan_pearson value: 90.18909339052534 - type: manhattan_spearman value: 89.28337093097377 - type: pearson value: 92.3339946866199 - type: spearman value: 89.61697355115497 task: type: STS - dataset: config: default name: MTEB SICK-R-PL (default) revision: fd5c2441b7eeff8676768036142af4cfa42c1339 split: test type: PL-MTEB/sickr-pl-sts metrics: - type: cosine_pearson value: 85.27883048457821 - type: cosine_spearman value: 80.53204892678619 - type: euclidean_pearson value: 82.78520705216168 - type: euclidean_spearman value: 80.27848359873212 - type: main_score value: 80.53204892678619 - type: manhattan_pearson value: 82.63270640583454 - type: manhattan_spearman value: 80.21507977473146 - type: pearson value: 85.27883048457821 - type: spearman value: 80.53204892678619 task: type: STS - dataset: config: default name: MTEB SICKFr (default) revision: e077ab4cf4774a1e36d86d593b150422fafd8e8a split: test type: Lajavaness/SICK-fr metrics: - type: cosine_pearson value: 88.77029361817212 - type: cosine_spearman value: 83.9453600346894 - type: euclidean_pearson value: 85.85331086208573 - type: euclidean_spearman value: 83.70852031985308 - type: main_score value: 83.9453600346894 - type: manhattan_pearson value: 85.66222265885914 - type: manhattan_spearman value: 83.60833111525962 - type: pearson value: 88.77029361817212 - type: spearman value: 83.9453600346894 task: type: STS - dataset: config: default name: MTEB STS12 (default) revision: a0d554a64d88156834ff5ae9920b964011b16384 split: test type: mteb/sts12-sts metrics: - type: cosine_pearson value: 88.76435859522375 - type: cosine_spearman value: 82.43768167804375 - type: euclidean_pearson value: 87.43566183874832 - type: euclidean_spearman value: 82.82166873757507 - type: main_score value: 82.43768167804375 - type: manhattan_pearson value: 87.39450871380951 - type: manhattan_spearman value: 82.89253043430163 - type: pearson value: 88.76435859522375 - type: spearman value: 82.43768167804375 task: type: STS - dataset: config: default name: MTEB STS13 (default) revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca split: test type: mteb/sts13-sts metrics: - type: cosine_pearson value: 88.86627241652141 - type: cosine_spearman value: 89.49011599120688 - type: euclidean_pearson value: 89.3314120073772 - type: euclidean_spearman value: 89.8226502776963 - type: main_score value: 89.49011599120688 - type: manhattan_pearson value: 89.2252179076963 - type: manhattan_spearman value: 89.74573844021225 - type: pearson value: 88.86627241652141 - type: spearman value: 89.49011599120688 task: type: STS - dataset: config: default name: MTEB STS14 (default) revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375 split: test type: mteb/sts14-sts metrics: - type: cosine_pearson value: 87.22891405215968 - type: cosine_spearman value: 84.9467188157614 - type: euclidean_pearson value: 87.20330004726237 - type: euclidean_spearman value: 85.34806059461808 - type: main_score value: 84.9467188157614 - type: manhattan_pearson value: 87.15224666107623 - type: manhattan_spearman value: 85.34596898699708 - type: pearson value: 87.22891405215968 - type: spearman value: 84.9467188157614 task: type: STS - dataset: config: default name: MTEB STS15 (default) revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3 split: test type: mteb/sts15-sts metrics: - type: cosine_pearson value: 88.14066430111033 - type: cosine_spearman value: 89.31337445552545 - type: euclidean_pearson value: 89.08039335366983 - type: euclidean_spearman value: 89.6658762856415 - type: main_score value: 89.31337445552545 - type: manhattan_pearson value: 89.08057438154486 - type: manhattan_spearman value: 89.68673984203022 - type: pearson value: 88.14066430111033 - type: spearman value: 89.31337445552545 task: type: STS - dataset: config: default name: MTEB STS16 (default) revision: 4d8694f8f0e0100860b497b999b3dbed754a0513 split: test type: mteb/sts16-sts metrics: - type: cosine_pearson value: 85.14908856657084 - type: cosine_spearman value: 86.84648320786727 - type: euclidean_pearson value: 86.11454713131947 - type: euclidean_spearman value: 86.77738862047961 - type: main_score value: 86.84648320786727 - type: manhattan_pearson value: 86.07804821916372 - type: manhattan_spearman value: 86.78676064310474 - type: pearson value: 85.14908856657084 - type: spearman value: 86.84648320786727 task: type: STS - dataset: config: en-en name: MTEB STS17 (en-en) revision: faeb762787bd10488a50c8b5be4a3b82e411949c split: test type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson value: 89.61633502468356 - type: cosine_spearman value: 89.99772663224805 - type: euclidean_pearson value: 90.14056501501044 - type: euclidean_spearman value: 90.04496896837503 - type: main_score value: 89.99772663224805 - type: manhattan_pearson value: 90.08964860311801 - type: manhattan_spearman value: 90.00091712362196 - type: pearson value: 89.61633502468356 - type: spearman value: 89.99772663224805 task: type: STS - dataset: config: es-en name: MTEB STS17 (es-en) revision: faeb762787bd10488a50c8b5be4a3b82e411949c split: test type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson value: 86.44548026840202 - type: cosine_spearman value: 87.26263108768539 - type: euclidean_pearson value: 86.42844593583838 - type: euclidean_spearman value: 86.89388428664364 - type: main_score value: 87.26263108768539 - type: manhattan_pearson value: 86.47186940800881 - type: manhattan_spearman value: 87.02163091089946 - type: pearson value: 86.44548026840202 - type: spearman value: 87.26263108768539 task: type: STS - dataset: config: en-de name: MTEB STS17 (en-de) revision: faeb762787bd10488a50c8b5be4a3b82e411949c split: test type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson value: 87.89345132532758 - type: cosine_spearman value: 87.96246221327699 - type: euclidean_pearson value: 88.49013032701419 - type: euclidean_spearman value: 87.81981265317344 - type: main_score value: 87.96246221327699 - type: manhattan_pearson value: 88.31360914178538 - type: manhattan_spearman value: 87.62734530005075 - type: pearson value: 87.89345132532758 - type: spearman value: 87.96246221327699 task: type: STS - dataset: config: es-es name: MTEB STS17 (es-es) revision: faeb762787bd10488a50c8b5be4a3b82e411949c split: test type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson value: 88.4084678497171 - type: cosine_spearman value: 88.77640638748285 - type: euclidean_pearson value: 89.60124312475843 - type: euclidean_spearman value: 88.4321442688528 - type: main_score value: 88.77640638748285 - type: manhattan_pearson value: 89.62375118021299 - type: manhattan_spearman value: 88.46998118661577 - type: pearson value: 88.4084678497171 - type: spearman value: 88.77640638748285 task: type: STS - dataset: config: fr-en name: MTEB STS17 (fr-en) revision: faeb762787bd10488a50c8b5be4a3b82e411949c split: test type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson value: 87.30688801326498 - type: cosine_spearman value: 87.55684697258378 - type: euclidean_pearson value: 87.89672951056794 - type: euclidean_spearman value: 87.28050429201674 - type: main_score value: 87.55684697258378 - type: manhattan_pearson value: 87.74292745320572 - type: manhattan_spearman value: 87.16383993876582 - type: pearson value: 87.30688801326498 - type: spearman value: 87.55684697258378 task: type: STS - dataset: config: zh-en name: MTEB STS22 (zh-en) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 73.46180375170147 - type: cosine_spearman value: 73.39559590127081 - type: euclidean_pearson value: 73.72613901293681 - type: euclidean_spearman value: 71.85465165176795 - type: main_score value: 73.39559590127081 - type: manhattan_pearson value: 73.07859140869076 - type: manhattan_spearman value: 71.22047343718893 - type: pearson value: 73.46180375170147 - type: spearman value: 73.39559590127081 task: type: STS - dataset: config: zh name: MTEB STS22 (zh) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 62.47531620842637 - type: cosine_spearman value: 66.22504667157702 - type: euclidean_pearson value: 66.76201254783692 - type: euclidean_spearman value: 66.86115760269463 - type: main_score value: 66.22504667157702 - type: manhattan_pearson value: 66.73847836793489 - type: manhattan_spearman value: 66.7677116377695 - type: pearson value: 62.47531620842637 - type: spearman value: 66.22504667157702 task: type: STS - dataset: config: es name: MTEB STS22 (es) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 69.89707002436481 - type: cosine_spearman value: 72.2054865735116 - type: euclidean_pearson value: 71.81856615570756 - type: euclidean_spearman value: 72.72593304629407 - type: main_score value: 72.2054865735116 - type: manhattan_pearson value: 72.00362684700072 - type: manhattan_spearman value: 72.62783534769964 - type: pearson value: 69.89707002436481 - type: spearman value: 72.2054865735116 task: type: STS - dataset: config: fr name: MTEB STS22 (fr) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 81.59623734395916 - type: cosine_spearman value: 83.28946105111358 - type: euclidean_pearson value: 79.377330171466 - type: euclidean_spearman value: 81.81029781662205 - type: main_score value: 83.28946105111358 - type: manhattan_pearson value: 78.96970881689698 - type: manhattan_spearman value: 81.91773236079703 - type: pearson value: 81.59623734395916 - type: spearman value: 83.28946105111358 task: type: STS - dataset: config: de-fr name: MTEB STS22 (de-fr) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 55.03825643126142 - type: cosine_spearman value: 58.25792501780429 - type: euclidean_pearson value: 50.38007603973409 - type: euclidean_spearman value: 59.39961789383097 - type: main_score value: 58.25792501780429 - type: manhattan_pearson value: 50.518568927999155 - type: manhattan_spearman value: 59.84185466003894 - type: pearson value: 55.03825643126142 - type: spearman value: 58.25792501780429 task: type: STS - dataset: config: pl-en name: MTEB STS22 (pl-en) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 77.77233721490776 - type: cosine_spearman value: 76.17596588017625 - type: euclidean_pearson value: 74.47600468156611 - type: euclidean_spearman value: 72.61278728057012 - type: main_score value: 76.17596588017625 - type: manhattan_pearson value: 74.48118910099699 - type: manhattan_spearman value: 73.33167419101696 - type: pearson value: 77.77233721490776 - type: spearman value: 76.17596588017625 task: type: STS - dataset: config: pl name: MTEB STS22 (pl) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 42.87453608131507 - type: cosine_spearman value: 45.137849894401185 - type: euclidean_pearson value: 31.66964197694796 - type: euclidean_spearman value: 44.1014900837869 - type: main_score value: 45.137849894401185 - type: manhattan_pearson value: 31.007199259384745 - type: manhattan_spearman value: 43.48181523288926 - type: pearson value: 42.87453608131507 - type: spearman value: 45.137849894401185 task: type: STS - dataset: config: en name: MTEB STS22 (en) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 66.87400150638176 - type: cosine_spearman value: 67.27861354834066 - type: euclidean_pearson value: 66.81789582140216 - type: euclidean_spearman value: 66.44220479858708 - type: main_score value: 67.27861354834066 - type: manhattan_pearson value: 66.92509859033235 - type: manhattan_spearman value: 66.46841124185076 - type: pearson value: 66.87400150638176 - type: spearman value: 67.27861354834066 task: type: STS - dataset: config: ru name: MTEB STS22 (ru) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 61.819804551576084 - type: cosine_spearman value: 65.0864146772135 - type: euclidean_pearson value: 62.518151090361876 - type: euclidean_spearman value: 65.13608138548017 - type: main_score value: 65.0864146772135 - type: manhattan_pearson value: 62.51413246915267 - type: manhattan_spearman value: 65.19077543064323 - type: pearson value: 61.819804551576084 - type: spearman value: 65.0864146772135 task: type: STS - dataset: config: de name: MTEB STS22 (de) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 54.85728696035389 - type: cosine_spearman value: 61.60906359227576 - type: euclidean_pearson value: 52.57582587901851 - type: euclidean_spearman value: 61.41823097598308 - type: main_score value: 61.60906359227576 - type: manhattan_pearson value: 52.500978361080506 - type: manhattan_spearman value: 61.30365596659758 - type: pearson value: 54.85728696035389 - type: spearman value: 61.60906359227576 task: type: STS - dataset: config: fr-pl name: MTEB STS22 (fr-pl) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 67.68016005631422 - type: cosine_spearman value: 84.51542547285167 - type: euclidean_pearson value: 66.19871164667245 - type: euclidean_spearman value: 73.24670207647144 - type: main_score value: 84.51542547285167 - type: manhattan_pearson value: 67.0443525268974 - type: manhattan_spearman value: 73.24670207647144 - type: pearson value: 67.68016005631422 - type: spearman value: 84.51542547285167 task: type: STS - dataset: config: de-pl name: MTEB STS22 (de-pl) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 47.49467414030747 - type: cosine_spearman value: 56.81512095681289 - type: euclidean_pearson value: 48.42860221765214 - type: euclidean_spearman value: 58.63197306329092 - type: main_score value: 56.81512095681289 - type: manhattan_pearson value: 48.39594959260441 - type: manhattan_spearman value: 58.63197306329092 - type: pearson value: 47.49467414030747 - type: spearman value: 56.81512095681289 task: type: STS - dataset: config: es-en name: MTEB STS22 (es-en) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 76.8364678896155 - type: cosine_spearman value: 78.45516413087114 - type: euclidean_pearson value: 78.62779318576634 - type: euclidean_spearman value: 78.88760695649488 - type: main_score value: 78.45516413087114 - type: manhattan_pearson value: 78.62131335760031 - type: manhattan_spearman value: 78.81861844200388 - type: pearson value: 76.8364678896155 - type: spearman value: 78.45516413087114 task: type: STS - dataset: config: de-en name: MTEB STS22 (de-en) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson value: 65.16640313911604 - type: cosine_spearman value: 60.887608967403914 - type: euclidean_pearson value: 67.49902244990913 - type: euclidean_spearman value: 59.2458787136538 - type: main_score value: 60.887608967403914 - type: manhattan_pearson value: 67.34313506388378 - type: manhattan_spearman value: 59.05283429200166 - type: pearson value: 65.16640313911604 - type: spearman value: 60.887608967403914 task: type: STS - dataset: config: default name: MTEB STSB (default) revision: 0cde68302b3541bb8b3c340dc0644b0b745b3dc0 split: test type: C-MTEB/STSB metrics: - type: cosine_pearson value: 81.5092853013241 - type: cosine_spearman value: 83.54005474244292 - type: euclidean_pearson value: 83.7246578378554 - type: euclidean_spearman value: 84.46767551087716 - type: main_score value: 83.54005474244292 - type: manhattan_pearson value: 83.65922665594636 - type: manhattan_spearman value: 84.42431449101848 - type: pearson value: 81.5092853013241 - type: spearman value: 83.54005474244292 task: type: STS - dataset: config: default name: MTEB STSBenchmark (default) revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831 split: test type: mteb/stsbenchmark-sts metrics: - type: cosine_pearson value: 87.70246866744966 - type: cosine_spearman value: 89.44070045346106 - type: euclidean_pearson value: 89.56956519641007 - type: euclidean_spearman value: 89.95830112784283 - type: main_score value: 89.44070045346106 - type: manhattan_pearson value: 89.48264471425145 - type: manhattan_spearman value: 89.87900732483114 - type: pearson value: 87.70246866744966 - type: spearman value: 89.44070045346106 task: type: STS - dataset: config: de name: MTEB STSBenchmarkMultilingualSTS (de) revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c split: test type: mteb/stsb_multi_mt metrics: - type: cosine_pearson value: 86.83701990805217 - type: cosine_spearman value: 87.80280785492258 - type: euclidean_pearson value: 87.77325330043514 - type: euclidean_spearman value: 88.3564607283144 - type: main_score value: 87.80280785492258 - type: manhattan_pearson value: 87.6745449945946 - type: manhattan_spearman value: 88.30660465978795 - type: pearson value: 86.83701990805217 - type: spearman value: 87.80280785492258 task: type: STS - dataset: config: zh name: MTEB STSBenchmarkMultilingualSTS (zh) revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c split: test type: mteb/stsb_multi_mt metrics: - type: cosine_pearson value: 84.27751020600267 - type: cosine_spearman value: 85.63500407412486 - type: euclidean_pearson value: 85.21829891649696 - type: euclidean_spearman value: 85.9384575715382 - type: main_score value: 85.63500407412486 - type: manhattan_pearson value: 85.10797194089801 - type: manhattan_spearman value: 85.8770162042784 - type: pearson value: 84.27751020600267 - type: spearman value: 85.63500407412486 task: type: STS - dataset: config: fr name: MTEB STSBenchmarkMultilingualSTS (fr) revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c split: test type: mteb/stsb_multi_mt metrics: - type: cosine_pearson value: 86.56833656723254 - type: cosine_spearman value: 87.4393978501382 - type: euclidean_pearson value: 87.45171512751267 - type: euclidean_spearman value: 88.13106516566947 - type: main_score value: 87.4393978501382 - type: manhattan_pearson value: 87.33010961793333 - type: manhattan_spearman value: 88.06707425102182 - type: pearson value: 86.56833656723254 - type: spearman value: 87.4393978501382 task: type: STS - dataset: config: pl name: MTEB STSBenchmarkMultilingualSTS (pl) revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c split: test type: mteb/stsb_multi_mt metrics: - type: cosine_pearson value: 85.45065540325523 - type: cosine_spearman value: 85.47881076789359 - type: euclidean_pearson value: 85.1999493863155 - type: euclidean_spearman value: 85.7874947669187 - type: main_score value: 85.47881076789359 - type: manhattan_pearson value: 85.06075305990376 - type: manhattan_spearman value: 85.71563015639558 - type: pearson value: 85.45065540325523 - type: spearman value: 85.47881076789359 task: type: STS - dataset: config: es name: MTEB STSBenchmarkMultilingualSTS (es) revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c split: test type: mteb/stsb_multi_mt metrics: - type: cosine_pearson value: 87.11952824079832 - type: cosine_spearman value: 87.9643473573153 - type: euclidean_pearson value: 88.11750364639971 - type: euclidean_spearman value: 88.63695109016498 - type: main_score value: 87.9643473573153 - type: manhattan_pearson value: 88.00294453126699 - type: manhattan_spearman value: 88.53750241758391 - type: pearson value: 87.11952824079832 - type: spearman value: 87.9643473573153 task: type: STS - dataset: config: ru name: MTEB STSBenchmarkMultilingualSTS (ru) revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c split: test type: mteb/stsb_multi_mt metrics: - type: cosine_pearson value: 85.99804354414991 - type: cosine_spearman value: 86.30252111551002 - type: euclidean_pearson value: 86.1880652037762 - type: euclidean_spearman value: 86.69556223944502 - type: main_score value: 86.30252111551002 - type: manhattan_pearson value: 86.0736400320898 - type: manhattan_spearman value: 86.61747927593393 - type: pearson value: 85.99804354414991 - type: spearman value: 86.30252111551002 task: type: STS - dataset: config: en name: MTEB STSBenchmarkMultilingualSTS (en) revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c split: test type: mteb/stsb_multi_mt metrics: - type: cosine_pearson value: 87.70246861738103 - type: cosine_spearman value: 89.44070045346106 - type: euclidean_pearson value: 89.56956518833663 - type: euclidean_spearman value: 89.95830112784283 - type: main_score value: 89.44070045346106 - type: manhattan_pearson value: 89.48264470792915 - type: manhattan_spearman value: 89.87900732483114 - type: pearson value: 87.70246861738103 - type: spearman value: 89.44070045346106 task: type: STS - dataset: config: default name: MTEB SciDocsRR (default) revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab split: test type: mteb/scidocs-reranking metrics: - type: map value: 84.88064122814694 - type: mrr value: 95.84832651009123 - type: main_score value: 84.88064122814694 task: type: Reranking - dataset: config: default name: MTEB SciFact (default) revision: 0228b52cf27578f30900b9e5271d331663a030d7 split: test type: mteb/scifact metrics: - type: map_at_1 value: 57.289 - type: map_at_10 value: 67.88499999999999 - type: map_at_100 value: 68.477 - type: map_at_1000 value: 68.50500000000001 - type: map_at_20 value: 68.33500000000001 - type: map_at_3 value: 65.08 - type: map_at_5 value: 67.001 - type: mrr_at_1 value: 59.667 - type: mrr_at_10 value: 68.626 - type: mrr_at_100 value: 69.082 - type: mrr_at_1000 value: 69.108 - type: mrr_at_20 value: 68.958 - type: mrr_at_3 value: 66.667 - type: mrr_at_5 value: 67.983 - type: ndcg_at_1 value: 59.667 - type: ndcg_at_10 value: 72.309 - type: ndcg_at_100 value: 74.58399999999999 - type: ndcg_at_1000 value: 75.25500000000001 - type: ndcg_at_20 value: 73.656 - type: ndcg_at_3 value: 67.791 - type: ndcg_at_5 value: 70.45 - type: precision_at_1 value: 59.667 - type: precision_at_10 value: 9.567 - type: precision_at_100 value: 1.073 - type: precision_at_1000 value: 0.11299999999999999 - type: precision_at_20 value: 5.083 - type: precision_at_3 value: 26.333000000000002 - type: precision_at_5 value: 17.666999999999998 - type: recall_at_1 value: 57.289 - type: recall_at_10 value: 84.756 - type: recall_at_100 value: 94.5 - type: recall_at_1000 value: 99.667 - type: recall_at_20 value: 89.7 - type: recall_at_3 value: 73.22800000000001 - type: recall_at_5 value: 79.444 - type: main_score value: 72.309 task: type: Retrieval - dataset: config: default name: MTEB SpanishNewsClusteringP2P (default) revision: bf8ca8ddc5b7da4f7004720ddf99bbe0483480e6 split: test type: jinaai/spanish_news_clustering metrics: - type: main_score value: 45.04477709795154 - type: v_measure value: 45.04477709795154 - type: v_measure_std value: 0.0 task: type: Clustering - dataset: config: default name: MTEB SpanishPassageRetrievalS2S (default) revision: 9cddf2ce5209ade52c2115ccfa00eb22c6d3a837 split: test type: jinaai/spanish_passage_retrieval metrics: - type: main_score value: 69.83 - type: map_at_1 value: 15.736 - type: map_at_10 value: 52.027 - type: map_at_100 value: 65.08800000000001 - type: map_at_1000 value: 65.08800000000001 - type: map_at_20 value: 60.79900000000001 - type: map_at_3 value: 32.869 - type: map_at_5 value: 41.436 - type: mrr_at_1 value: 75.44910179640718 - type: mrr_at_10 value: 84.43446440452426 - type: mrr_at_100 value: 84.48052612723271 - type: mrr_at_1000 value: 84.48052612723271 - type: mrr_at_20 value: 84.48052612723271 - type: mrr_at_3 value: 83.13373253493013 - type: mrr_at_5 value: 84.3013972055888 - type: nauc_map_at_1000_diff1 value: 50.611540149694356 - type: nauc_map_at_1000_max value: 2.1102430434260238 - type: nauc_map_at_1000_std value: -18.88993521335793 - type: nauc_map_at_100_diff1 value: 50.611540149694356 - type: nauc_map_at_100_max value: 2.1102430434260238 - type: nauc_map_at_100_std value: -18.88993521335793 - type: nauc_map_at_10_diff1 value: 59.13518981755268 - type: nauc_map_at_10_max value: -9.810386627392807 - type: nauc_map_at_10_std value: -38.31810152345078 - type: nauc_map_at_1_diff1 value: 74.96782567287174 - type: nauc_map_at_1_max value: -29.648279252607875 - type: nauc_map_at_1_std value: -54.017459339141595 - type: nauc_map_at_20_diff1 value: 55.26694458629849 - type: nauc_map_at_20_max value: -1.9490244535020729 - type: nauc_map_at_20_std value: -25.22211659104076 - type: nauc_map_at_3_diff1 value: 71.67607885031732 - type: nauc_map_at_3_max value: -25.078101661694507 - type: nauc_map_at_3_std value: -50.55408861920259 - type: nauc_map_at_5_diff1 value: 61.50111515417668 - type: nauc_map_at_5_max value: -16.4114670513168 - type: nauc_map_at_5_std value: -44.391416134859135 - type: nauc_mrr_at_1000_diff1 value: 74.18848063283234 - type: nauc_mrr_at_1000_max value: 21.929205946778005 - type: nauc_mrr_at_1000_std value: -36.27399268489433 - type: nauc_mrr_at_100_diff1 value: 74.18848063283234 - type: nauc_mrr_at_100_max value: 21.929205946778005 - type: nauc_mrr_at_100_std value: -36.27399268489433 - type: nauc_mrr_at_10_diff1 value: 74.27231582268745 - type: nauc_mrr_at_10_max value: 21.481133301135337 - type: nauc_mrr_at_10_std value: -36.72070854872902 - type: nauc_mrr_at_1_diff1 value: 76.54855950439561 - type: nauc_mrr_at_1_max value: 26.99938321212366 - type: nauc_mrr_at_1_std value: -33.098742603429635 - type: nauc_mrr_at_20_diff1 value: 74.18848063283234 - type: nauc_mrr_at_20_max value: 21.929205946778005 - type: nauc_mrr_at_20_std value: -36.27399268489433 - type: nauc_mrr_at_3_diff1 value: 72.05379526740143 - type: nauc_mrr_at_3_max value: 18.875831185752528 - type: nauc_mrr_at_3_std value: -37.27302006456391 - type: nauc_mrr_at_5_diff1 value: 74.25342356682029 - type: nauc_mrr_at_5_max value: 20.756340085088738 - type: nauc_mrr_at_5_std value: -37.99507208540703 - type: nauc_ndcg_at_1000_diff1 value: 53.259363764380275 - type: nauc_ndcg_at_1000_max value: 12.936954959423218 - type: nauc_ndcg_at_1000_std value: -16.953898675672153 - type: nauc_ndcg_at_100_diff1 value: 53.259363764380275 - type: nauc_ndcg_at_100_max value: 12.936954959423218 - type: nauc_ndcg_at_100_std value: -16.953898675672153 - type: nauc_ndcg_at_10_diff1 value: 53.70942345413554 - type: nauc_ndcg_at_10_max value: -3.8465093347016186 - type: nauc_ndcg_at_10_std value: -31.208127919994755 - type: nauc_ndcg_at_1_diff1 value: 75.30551289259554 - type: nauc_ndcg_at_1_max value: 25.53292054129834 - type: nauc_ndcg_at_1_std value: -33.285498788395145 - type: nauc_ndcg_at_20_diff1 value: 57.62409278278133 - type: nauc_ndcg_at_20_max value: 2.8040586426056233 - type: nauc_ndcg_at_20_std value: -26.270875776221704 - type: nauc_ndcg_at_3_diff1 value: 48.42294834754225 - type: nauc_ndcg_at_3_max value: 16.912467881065822 - type: nauc_ndcg_at_3_std value: -13.324841189277873 - type: nauc_ndcg_at_5_diff1 value: 47.512819802794596 - type: nauc_ndcg_at_5_max value: 14.645518203506594 - type: nauc_ndcg_at_5_std value: -17.641450435599275 - type: nauc_precision_at_1000_diff1 value: -34.43320975829637 - type: nauc_precision_at_1000_max value: 29.08585622578186 - type: nauc_precision_at_1000_std value: 46.55117940162061 - type: nauc_precision_at_100_diff1 value: -34.433209758296364 - type: nauc_precision_at_100_max value: 29.085856225781885 - type: nauc_precision_at_100_std value: 46.55117940162065 - type: nauc_precision_at_10_diff1 value: -21.895306304096902 - type: nauc_precision_at_10_max value: 33.190476527593745 - type: nauc_precision_at_10_std value: 37.64916268614298 - type: nauc_precision_at_1_diff1 value: 75.30551289259554 - type: nauc_precision_at_1_max value: 25.53292054129834 - type: nauc_precision_at_1_std value: -33.285498788395145 - type: nauc_precision_at_20_diff1 value: -27.63076748060466 - type: nauc_precision_at_20_max value: 30.689810416086154 - type: nauc_precision_at_20_std value: 46.164191636131626 - type: nauc_precision_at_3_diff1 value: 20.547345067837288 - type: nauc_precision_at_3_max value: 26.177050942827528 - type: nauc_precision_at_3_std value: 5.960466052973099 - type: nauc_precision_at_5_diff1 value: -8.928755534002669 - type: nauc_precision_at_5_max value: 40.83262650073459 - type: nauc_precision_at_5_std value: 26.158537031161494 - type: nauc_recall_at_1000_diff1 value: .nan - type: nauc_recall_at_1000_max value: .nan - type: nauc_recall_at_1000_std value: .nan - type: nauc_recall_at_100_diff1 value: .nan - type: nauc_recall_at_100_max value: .nan - type: nauc_recall_at_100_std value: .nan - type: nauc_recall_at_10_diff1 value: 53.08654386169444 - type: nauc_recall_at_10_max value: -23.276269379519356 - type: nauc_recall_at_10_std value: -50.80707792706157 - type: nauc_recall_at_1_diff1 value: 74.96782567287174 - type: nauc_recall_at_1_max value: -29.648279252607875 - type: nauc_recall_at_1_std value: -54.017459339141595 - type: nauc_recall_at_20_diff1 value: 51.60121897059633 - type: nauc_recall_at_20_max value: -14.241779530735387 - type: nauc_recall_at_20_std value: -37.877451525215456 - type: nauc_recall_at_3_diff1 value: 66.99474984329694 - type: nauc_recall_at_3_max value: -30.802787353187966 - type: nauc_recall_at_3_std value: -53.58737792129713 - type: nauc_recall_at_5_diff1 value: 54.64214444958567 - type: nauc_recall_at_5_max value: -23.341309362104703 - type: nauc_recall_at_5_std value: -51.381363923145265 - type: ndcg_at_1 value: 76.048 - type: ndcg_at_10 value: 69.83 - type: ndcg_at_100 value: 82.11500000000001 - type: ndcg_at_1000 value: 82.11500000000001 - type: ndcg_at_20 value: 75.995 - type: ndcg_at_3 value: 69.587 - type: ndcg_at_5 value: 69.062 - type: precision_at_1 value: 76.048 - type: precision_at_10 value: 43.653 - type: precision_at_100 value: 7.718999999999999 - type: precision_at_1000 value: 0.772 - type: precision_at_20 value: 31.108000000000004 - type: precision_at_3 value: 63.87199999999999 - type: precision_at_5 value: 56.407 - type: recall_at_1 value: 15.736 - type: recall_at_10 value: 66.873 - type: recall_at_100 value: 100.0 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 85.01100000000001 - type: recall_at_3 value: 36.441 - type: recall_at_5 value: 49.109 task: type: Retrieval - dataset: config: default name: MTEB SprintDuplicateQuestions (default) revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46 split: test type: mteb/sprintduplicatequestions-pairclassification metrics: - type: cosine_accuracy value: 99.87326732673267 - type: cosine_accuracy_threshold value: 86.0752820968628 - type: cosine_ap value: 96.98758090713252 - type: cosine_f1 value: 93.52881698685542 - type: cosine_f1_threshold value: 86.0752820968628 - type: cosine_precision value: 94.58077709611452 - type: cosine_recall value: 92.5 - type: dot_accuracy value: 99.82574257425742 - type: dot_accuracy_threshold value: 40484.73815917969 - type: dot_ap value: 95.68959907254845 - type: dot_f1 value: 91.31293188548865 - type: dot_f1_threshold value: 40336.810302734375 - type: dot_precision value: 90.15594541910332 - type: dot_recall value: 92.5 - type: euclidean_accuracy value: 99.87128712871286 - type: euclidean_accuracy_threshold value: 1162.5749588012695 - type: euclidean_ap value: 96.92640435656577 - type: euclidean_f1 value: 93.4475806451613 - type: euclidean_f1_threshold value: 1162.5749588012695 - type: euclidean_precision value: 94.20731707317073 - type: euclidean_recall value: 92.7 - type: main_score value: 96.98758090713252 - type: manhattan_accuracy value: 99.86930693069307 - type: manhattan_accuracy_threshold value: 28348.71826171875 - type: manhattan_ap value: 96.93832673967925 - type: manhattan_f1 value: 93.33333333333333 - type: manhattan_f1_threshold value: 28348.71826171875 - type: manhattan_precision value: 94.28571428571428 - type: manhattan_recall value: 92.4 - type: max_accuracy value: 99.87326732673267 - type: max_ap value: 96.98758090713252 - type: max_f1 value: 93.52881698685542 - type: max_precision value: 94.58077709611452 - type: max_recall value: 92.7 - type: similarity_accuracy value: 99.87326732673267 - type: similarity_accuracy_threshold value: 86.0752820968628 - type: similarity_ap value: 96.98758090713252 - type: similarity_f1 value: 93.52881698685542 - type: similarity_f1_threshold value: 86.0752820968628 - type: similarity_precision value: 94.58077709611452 - type: similarity_recall value: 92.5 task: type: PairClassification - dataset: config: default name: MTEB StackExchangeClustering (default) revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259 split: test type: mteb/stackexchange-clustering metrics: - type: main_score value: 65.6560129719848 - type: v_measure value: 65.6560129719848 - type: v_measure_std value: 4.781229811487539 task: type: Clustering - dataset: config: default name: MTEB StackExchangeClusteringP2P (default) revision: 815ca46b2622cec33ccafc3735d572c266efdb44 split: test type: mteb/stackexchange-clustering-p2p metrics: - type: main_score value: 35.07546243853692 - type: v_measure value: 35.07546243853692 - type: v_measure_std value: 1.1978740356240998 task: type: Clustering - dataset: config: default name: MTEB StackOverflowDupQuestions (default) revision: e185fbe320c72810689fc5848eb6114e1ef5ec69 split: test type: mteb/stackoverflowdupquestions-reranking metrics: - type: map value: 51.771005199508835 - type: mrr value: 52.65443298531534 - type: main_score value: 51.771005199508835 task: type: Reranking - dataset: config: default name: MTEB SummEval (default) revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c split: test type: mteb/summeval metrics: - type: cosine_pearson value: 29.48686238342228 - type: cosine_spearman value: 29.706543509170054 - type: dot_pearson value: 27.95853155597859 - type: dot_spearman value: 27.604287986935162 - type: main_score value: 29.706543509170054 - type: pearson value: 29.48686238342228 - type: spearman value: 29.706543509170054 task: type: Summarization - dataset: config: default name: MTEB SummEvalFr (default) revision: b385812de6a9577b6f4d0f88c6a6e35395a94054 split: test type: lyon-nlp/summarization-summeval-fr-p2p metrics: - type: cosine_pearson value: 31.551301434917868 - type: cosine_spearman value: 30.709049789175186 - type: dot_pearson value: 27.77050901756549 - type: dot_spearman value: 26.715505953561795 - type: main_score value: 30.709049789175186 - type: pearson value: 31.551301434917868 - type: spearman value: 30.709049789175186 task: type: Summarization - dataset: config: default name: MTEB SyntecReranking (default) revision: b205c5084a0934ce8af14338bf03feb19499c84d split: test type: lyon-nlp/mteb-fr-reranking-syntec-s2p metrics: - type: map value: 73.31666666666666 - type: mrr value: 73.31666666666666 - type: main_score value: 73.31666666666666 task: type: Reranking - dataset: config: default name: MTEB SyntecRetrieval (default) revision: 19661ccdca4dfc2d15122d776b61685f48c68ca9 split: test type: lyon-nlp/mteb-fr-retrieval-syntec-s2p metrics: - type: main_score value: 83.851 - type: map_at_1 value: 68.0 - type: map_at_10 value: 79.187 - type: map_at_100 value: 79.32900000000001 - type: map_at_1000 value: 79.32900000000001 - type: map_at_20 value: 79.32900000000001 - type: map_at_3 value: 77.333 - type: map_at_5 value: 78.93299999999999 - type: mrr_at_1 value: 68.0 - type: mrr_at_10 value: 79.18730158730159 - type: mrr_at_100 value: 79.32945845004669 - type: mrr_at_1000 value: 79.32945845004669 - type: mrr_at_20 value: 79.32945845004669 - type: mrr_at_3 value: 77.33333333333333 - type: mrr_at_5 value: 78.93333333333332 - type: nauc_map_at_1000_diff1 value: 63.31103256935259 - type: nauc_map_at_1000_max value: 11.073749121365623 - type: nauc_map_at_1000_std value: 7.4973309839738 - type: nauc_map_at_100_diff1 value: 63.31103256935259 - type: nauc_map_at_100_max value: 11.073749121365623 - type: nauc_map_at_100_std value: 7.4973309839738 - type: nauc_map_at_10_diff1 value: 62.91585737195978 - type: nauc_map_at_10_max value: 11.770664508983133 - type: nauc_map_at_10_std value: 8.179883948527962 - type: nauc_map_at_1_diff1 value: 66.1236265634718 - type: nauc_map_at_1_max value: 7.000207311173955 - type: nauc_map_at_1_std value: 6.54412272821497 - type: nauc_map_at_20_diff1 value: 63.31103256935259 - type: nauc_map_at_20_max value: 11.073749121365623 - type: nauc_map_at_20_std value: 7.4973309839738 - type: nauc_map_at_3_diff1 value: 62.14039574010254 - type: nauc_map_at_3_max value: 11.06996398110187 - type: nauc_map_at_3_std value: 7.288759297085769 - type: nauc_map_at_5_diff1 value: 63.0401271126211 - type: nauc_map_at_5_max value: 10.779317801858609 - type: nauc_map_at_5_std value: 6.476660484760681 - type: nauc_mrr_at_1000_diff1 value: 63.31103256935259 - type: nauc_mrr_at_1000_max value: 11.073749121365623 - type: nauc_mrr_at_1000_std value: 7.4973309839738 - type: nauc_mrr_at_100_diff1 value: 63.31103256935259 - type: nauc_mrr_at_100_max value: 11.073749121365623 - type: nauc_mrr_at_100_std value: 7.4973309839738 - type: nauc_mrr_at_10_diff1 value: 62.91585737195978 - type: nauc_mrr_at_10_max value: 11.770664508983133 - type: nauc_mrr_at_10_std value: 8.179883948527962 - type: nauc_mrr_at_1_diff1 value: 66.1236265634718 - type: nauc_mrr_at_1_max value: 7.000207311173955 - type: nauc_mrr_at_1_std value: 6.54412272821497 - type: nauc_mrr_at_20_diff1 value: 63.31103256935259 - type: nauc_mrr_at_20_max value: 11.073749121365623 - type: nauc_mrr_at_20_std value: 7.4973309839738 - type: nauc_mrr_at_3_diff1 value: 62.14039574010254 - type: nauc_mrr_at_3_max value: 11.06996398110187 - type: nauc_mrr_at_3_std value: 7.288759297085769 - type: nauc_mrr_at_5_diff1 value: 63.0401271126211 - type: nauc_mrr_at_5_max value: 10.779317801858609 - type: nauc_mrr_at_5_std value: 6.476660484760681 - type: nauc_ndcg_at_1000_diff1 value: 62.9544299483241 - type: nauc_ndcg_at_1000_max value: 11.577079766964538 - type: nauc_ndcg_at_1000_std value: 7.703856790100716 - type: nauc_ndcg_at_100_diff1 value: 62.9544299483241 - type: nauc_ndcg_at_100_max value: 11.577079766964538 - type: nauc_ndcg_at_100_std value: 7.703856790100716 - type: nauc_ndcg_at_10_diff1 value: 61.29907952217381 - type: nauc_ndcg_at_10_max value: 14.760627422715425 - type: nauc_ndcg_at_10_std value: 10.805573898143368 - type: nauc_ndcg_at_1_diff1 value: 66.1236265634718 - type: nauc_ndcg_at_1_max value: 7.000207311173955 - type: nauc_ndcg_at_1_std value: 6.54412272821497 - type: nauc_ndcg_at_20_diff1 value: 62.9544299483241 - type: nauc_ndcg_at_20_max value: 11.577079766964538 - type: nauc_ndcg_at_20_std value: 7.703856790100716 - type: nauc_ndcg_at_3_diff1 value: 60.25643527856101 - type: nauc_ndcg_at_3_max value: 12.236302709487546 - type: nauc_ndcg_at_3_std value: 7.36883189112067 - type: nauc_ndcg_at_5_diff1 value: 61.65220590318238 - type: nauc_ndcg_at_5_max value: 11.39969101913945 - type: nauc_ndcg_at_5_std value: 5.406207922379402 - type: nauc_precision_at_1000_diff1 value: .nan - type: nauc_precision_at_1000_max value: .nan - type: nauc_precision_at_1000_std value: .nan - type: nauc_precision_at_100_diff1 value: .nan - type: nauc_precision_at_100_max value: .nan - type: nauc_precision_at_100_std value: .nan - type: nauc_precision_at_10_diff1 value: 19.14098972922579 - type: nauc_precision_at_10_max value: 100.0 - type: nauc_precision_at_10_std value: 93.46405228758135 - type: nauc_precision_at_1_diff1 value: 66.1236265634718 - type: nauc_precision_at_1_max value: 7.000207311173955 - type: nauc_precision_at_1_std value: 6.54412272821497 - type: nauc_precision_at_20_diff1 value: 100.0 - type: nauc_precision_at_20_max value: 100.0 - type: nauc_precision_at_20_std value: 100.0 - type: nauc_precision_at_3_diff1 value: 50.29636629155561 - type: nauc_precision_at_3_max value: 18.00532600292076 - type: nauc_precision_at_3_std value: 7.649686453053768 - type: nauc_precision_at_5_diff1 value: 43.522408963585356 - type: nauc_precision_at_5_max value: 16.923436041082983 - type: nauc_precision_at_5_std value: -10.854341736694092 - type: nauc_recall_at_1000_diff1 value: .nan - type: nauc_recall_at_1000_max value: .nan - type: nauc_recall_at_1000_std value: .nan - type: nauc_recall_at_100_diff1 value: .nan - type: nauc_recall_at_100_max value: .nan - type: nauc_recall_at_100_std value: .nan - type: nauc_recall_at_10_diff1 value: 19.1409897292252 - type: nauc_recall_at_10_max value: 100.0 - type: nauc_recall_at_10_std value: 93.46405228758134 - type: nauc_recall_at_1_diff1 value: 66.1236265634718 - type: nauc_recall_at_1_max value: 7.000207311173955 - type: nauc_recall_at_1_std value: 6.54412272821497 - type: nauc_recall_at_20_diff1 value: .nan - type: nauc_recall_at_20_max value: .nan - type: nauc_recall_at_20_std value: .nan - type: nauc_recall_at_3_diff1 value: 50.29636629155569 - type: nauc_recall_at_3_max value: 18.005326002920754 - type: nauc_recall_at_3_std value: 7.649686453053851 - type: nauc_recall_at_5_diff1 value: 43.5224089635856 - type: nauc_recall_at_5_max value: 16.92343604108335 - type: nauc_recall_at_5_std value: -10.854341736694499 - type: ndcg_at_1 value: 68.0 - type: ndcg_at_10 value: 83.851 - type: ndcg_at_100 value: 84.36099999999999 - type: ndcg_at_1000 value: 84.36099999999999 - type: ndcg_at_20 value: 84.36099999999999 - type: ndcg_at_3 value: 80.333 - type: ndcg_at_5 value: 83.21600000000001 - type: precision_at_1 value: 68.0 - type: precision_at_10 value: 9.8 - type: precision_at_100 value: 1.0 - type: precision_at_1000 value: 0.1 - type: precision_at_20 value: 5.0 - type: precision_at_3 value: 29.666999999999998 - type: precision_at_5 value: 19.2 - type: recall_at_1 value: 68.0 - type: recall_at_10 value: 98.0 - type: recall_at_100 value: 100.0 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 100.0 - type: recall_at_3 value: 89.0 - type: recall_at_5 value: 96.0 task: type: Retrieval - dataset: config: default name: MTEB T2Reranking (default) revision: 76631901a18387f85eaa53e5450019b87ad58ef9 split: dev type: C-MTEB/T2Reranking metrics: - type: map value: 65.3088203970324 - type: mrr value: 74.79505862376546 - type: main_score value: 65.3088203970324 task: type: Reranking - dataset: config: default name: MTEB T2Retrieval (default) revision: 8731a845f1bf500a4f111cf1070785c793d10e64 split: dev type: C-MTEB/T2Retrieval metrics: - type: main_score value: 83.163 - type: map_at_1 value: 26.875 - type: map_at_10 value: 75.454 - type: map_at_100 value: 79.036 - type: map_at_1000 value: 79.111 - type: map_at_20 value: 78.145 - type: map_at_3 value: 53.181 - type: map_at_5 value: 65.362 - type: mrr_at_1 value: 88.90057864281957 - type: mrr_at_10 value: 91.53186397301344 - type: mrr_at_100 value: 91.62809075510003 - type: mrr_at_1000 value: 91.63198173030787 - type: mrr_at_20 value: 91.59414668799909 - type: mrr_at_3 value: 91.0792565316499 - type: mrr_at_5 value: 91.35718043135199 - type: nauc_map_at_1000_diff1 value: 12.364843957982409 - type: nauc_map_at_1000_max value: 52.07043464458799 - type: nauc_map_at_1000_std value: 16.040095055100494 - type: nauc_map_at_100_diff1 value: 12.370621073823022 - type: nauc_map_at_100_max value: 51.960738727635636 - type: nauc_map_at_100_std value: 15.935832440430747 - type: nauc_map_at_10_diff1 value: 16.852819486606585 - type: nauc_map_at_10_max value: 40.11184760756059 - type: nauc_map_at_10_std value: 0.9306648364102376 - type: nauc_map_at_1_diff1 value: 52.87356542654683 - type: nauc_map_at_1_max value: -22.210039746171255 - type: nauc_map_at_1_std value: -38.11345358035342 - type: nauc_map_at_20_diff1 value: 13.045089059562837 - type: nauc_map_at_20_max value: 49.591383082160036 - type: nauc_map_at_20_std value: 12.54330050352008 - type: nauc_map_at_3_diff1 value: 38.08172234377615 - type: nauc_map_at_3_max value: -6.868621684867697 - type: nauc_map_at_3_std value: -35.4712388845996 - type: nauc_map_at_5_diff1 value: 29.665551705577474 - type: nauc_map_at_5_max value: 10.958628576519045 - type: nauc_map_at_5_std value: -25.113120842097057 - type: nauc_mrr_at_1000_diff1 value: 47.39372999496945 - type: nauc_mrr_at_1000_max value: 83.11274997493808 - type: nauc_mrr_at_1000_std value: 39.74195374546631 - type: nauc_mrr_at_100_diff1 value: 47.396678946057676 - type: nauc_mrr_at_100_max value: 83.1192584274415 - type: nauc_mrr_at_100_std value: 39.75840860374685 - type: nauc_mrr_at_10_diff1 value: 47.35365644138715 - type: nauc_mrr_at_10_max value: 83.189165639531 - type: nauc_mrr_at_10_std value: 39.83653157887758 - type: nauc_mrr_at_1_diff1 value: 47.98740362820094 - type: nauc_mrr_at_1_max value: 80.32340034580369 - type: nauc_mrr_at_1_std value: 34.57857131423388 - type: nauc_mrr_at_20_diff1 value: 47.399132055537194 - type: nauc_mrr_at_20_max value: 83.16329919869686 - type: nauc_mrr_at_20_std value: 39.84204692042734 - type: nauc_mrr_at_3_diff1 value: 47.09295580511751 - type: nauc_mrr_at_3_max value: 82.95831045602642 - type: nauc_mrr_at_3_std value: 38.98036804692351 - type: nauc_mrr_at_5_diff1 value: 47.20100268549764 - type: nauc_mrr_at_5_max value: 83.16652480381642 - type: nauc_mrr_at_5_std value: 39.55690491560902 - type: nauc_ndcg_at_1000_diff1 value: 17.201962509184547 - type: nauc_ndcg_at_1000_max value: 63.75820559259539 - type: nauc_ndcg_at_1000_std value: 29.28676096486067 - type: nauc_ndcg_at_100_diff1 value: 16.76847216096811 - type: nauc_ndcg_at_100_max value: 62.646517934470744 - type: nauc_ndcg_at_100_std value: 28.7441617667637 - type: nauc_ndcg_at_10_diff1 value: 16.559511980751886 - type: nauc_ndcg_at_10_max value: 54.35027464277944 - type: nauc_ndcg_at_10_std value: 16.98089333577716 - type: nauc_ndcg_at_1_diff1 value: 47.98740362820094 - type: nauc_ndcg_at_1_max value: 80.32340034580369 - type: nauc_ndcg_at_1_std value: 34.57857131423388 - type: nauc_ndcg_at_20_diff1 value: 16.721525245428243 - type: nauc_ndcg_at_20_max value: 57.683661870555724 - type: nauc_ndcg_at_20_std value: 21.736044200026853 - type: nauc_ndcg_at_3_diff1 value: 12.488009696556192 - type: nauc_ndcg_at_3_max value: 69.2365575305502 - type: nauc_ndcg_at_3_std value: 30.622418945055323 - type: nauc_ndcg_at_5_diff1 value: 12.364114556230609 - type: nauc_ndcg_at_5_max value: 62.33360746285387 - type: nauc_ndcg_at_5_std value: 24.898000803570227 - type: nauc_precision_at_1000_diff1 value: -35.14745130154524 - type: nauc_precision_at_1000_max value: 48.811507982849065 - type: nauc_precision_at_1000_std value: 62.43036496029399 - type: nauc_precision_at_100_diff1 value: -35.15276411320076 - type: nauc_precision_at_100_max value: 50.87010333741109 - type: nauc_precision_at_100_std value: 63.418221030407175 - type: nauc_precision_at_10_diff1 value: -34.84255710936113 - type: nauc_precision_at_10_max value: 56.588401051428825 - type: nauc_precision_at_10_std value: 57.4763370653757 - type: nauc_precision_at_1_diff1 value: 47.98740362820094 - type: nauc_precision_at_1_max value: 80.32340034580369 - type: nauc_precision_at_1_std value: 34.57857131423388 - type: nauc_precision_at_20_diff1 value: -35.165762365233505 - type: nauc_precision_at_20_max value: 54.148762449660424 - type: nauc_precision_at_20_std value: 61.569719669368716 - type: nauc_precision_at_3_diff1 value: -28.63023175340299 - type: nauc_precision_at_3_max value: 68.69825987618499 - type: nauc_precision_at_3_std value: 48.15479495755423 - type: nauc_precision_at_5_diff1 value: -34.13811355456687 - type: nauc_precision_at_5_max value: 62.369363941490604 - type: nauc_precision_at_5_std value: 52.282904411187914 - type: nauc_recall_at_1000_diff1 value: 8.686444579162663 - type: nauc_recall_at_1000_max value: 59.58864478011338 - type: nauc_recall_at_1000_std value: 56.692774954297455 - type: nauc_recall_at_100_diff1 value: 8.820596225758342 - type: nauc_recall_at_100_max value: 53.15048885657892 - type: nauc_recall_at_100_std value: 39.78931159236714 - type: nauc_recall_at_10_diff1 value: 16.022301106315027 - type: nauc_recall_at_10_max value: 29.83242342459543 - type: nauc_recall_at_10_std value: -4.805965555875844 - type: nauc_recall_at_1_diff1 value: 52.87356542654683 - type: nauc_recall_at_1_max value: -22.210039746171255 - type: nauc_recall_at_1_std value: -38.11345358035342 - type: nauc_recall_at_20_diff1 value: 10.35772828627265 - type: nauc_recall_at_20_max value: 43.06420839754062 - type: nauc_recall_at_20_std value: 15.040522218235692 - type: nauc_recall_at_3_diff1 value: 36.23953684770224 - type: nauc_recall_at_3_max value: -11.709269151700374 - type: nauc_recall_at_3_std value: -38.13943178150384 - type: nauc_recall_at_5_diff1 value: 28.644872415763384 - type: nauc_recall_at_5_max value: 2.062151266111129 - type: nauc_recall_at_5_std value: -30.81114034774277 - type: ndcg_at_1 value: 88.901 - type: ndcg_at_10 value: 83.163 - type: ndcg_at_100 value: 86.854 - type: ndcg_at_1000 value: 87.602 - type: ndcg_at_20 value: 84.908 - type: ndcg_at_3 value: 84.848 - type: ndcg_at_5 value: 83.372 - type: precision_at_1 value: 88.901 - type: precision_at_10 value: 41.343 - type: precision_at_100 value: 4.957000000000001 - type: precision_at_1000 value: 0.513 - type: precision_at_20 value: 22.955000000000002 - type: precision_at_3 value: 74.29599999999999 - type: precision_at_5 value: 62.251999999999995 - type: recall_at_1 value: 26.875 - type: recall_at_10 value: 81.902 - type: recall_at_100 value: 93.988 - type: recall_at_1000 value: 97.801 - type: recall_at_20 value: 87.809 - type: recall_at_3 value: 54.869 - type: recall_at_5 value: 68.728 task: type: Retrieval - dataset: config: default name: MTEB TERRa (default) revision: 7b58f24536063837d644aab9a023c62199b2a612 split: dev type: ai-forever/terra-pairclassification metrics: - type: cosine_accuracy value: 60.586319218241044 - type: cosine_accuracy_threshold value: 82.49806761741638 - type: cosine_ap value: 58.73198048427448 - type: cosine_f1 value: 67.37967914438502 - type: cosine_f1_threshold value: 77.46461033821106 - type: cosine_precision value: 57.01357466063348 - type: cosine_recall value: 82.35294117647058 - type: dot_accuracy value: 60.26058631921825 - type: dot_accuracy_threshold value: 35627.020263671875 - type: dot_ap value: 57.418783612898224 - type: dot_f1 value: 66.51982378854623 - type: dot_f1_threshold value: 27620.843505859375 - type: dot_precision value: 50.16611295681063 - type: dot_recall value: 98.69281045751634 - type: euclidean_accuracy value: 60.26058631921825 - type: euclidean_accuracy_threshold value: 1255.4466247558594 - type: euclidean_ap value: 58.748656145387955 - type: euclidean_f1 value: 66.99029126213591 - type: euclidean_f1_threshold value: 1565.1330947875977 - type: euclidean_precision value: 53.28185328185329 - type: euclidean_recall value: 90.19607843137256 - type: main_score value: 58.8479126365766 - type: manhattan_accuracy value: 59.934853420195445 - type: manhattan_accuracy_threshold value: 29897.271728515625 - type: manhattan_ap value: 58.8479126365766 - type: manhattan_f1 value: 66.81318681318683 - type: manhattan_f1_threshold value: 46291.802978515625 - type: manhattan_precision value: 50.331125827814574 - type: manhattan_recall value: 99.34640522875817 - type: max_accuracy value: 60.586319218241044 - type: max_ap value: 58.8479126365766 - type: max_f1 value: 67.37967914438502 - type: max_precision value: 57.01357466063348 - type: max_recall value: 99.34640522875817 - type: similarity_accuracy value: 60.586319218241044 - type: similarity_accuracy_threshold value: 82.49806761741638 - type: similarity_ap value: 58.73198048427448 - type: similarity_f1 value: 67.37967914438502 - type: similarity_f1_threshold value: 77.46461033821106 - type: similarity_precision value: 57.01357466063348 - type: similarity_recall value: 82.35294117647058 task: type: PairClassification - dataset: config: default name: MTEB TNews (default) revision: 317f262bf1e6126357bbe89e875451e4b0938fe4 split: validation type: C-MTEB/TNews-classification metrics: - type: accuracy value: 45.967999999999996 - type: f1 value: 44.699306100915706 - type: f1_weighted value: 46.03730319014832 - type: main_score value: 45.967999999999996 task: type: Classification - dataset: config: default name: MTEB TRECCOVID (default) revision: bb9466bac8153a0349341eb1b22e06409e78ef4e split: test type: mteb/trec-covid metrics: - type: map_at_1 value: 0.251 - type: map_at_10 value: 1.9480000000000002 - type: map_at_100 value: 11.082 - type: map_at_1000 value: 26.700000000000003 - type: map_at_20 value: 3.3529999999999998 - type: map_at_3 value: 0.679 - type: map_at_5 value: 1.079 - type: mrr_at_1 value: 94.0 - type: mrr_at_10 value: 95.786 - type: mrr_at_100 value: 95.786 - type: mrr_at_1000 value: 95.786 - type: mrr_at_20 value: 95.786 - type: mrr_at_3 value: 95.0 - type: mrr_at_5 value: 95.5 - type: ndcg_at_1 value: 91.0 - type: ndcg_at_10 value: 77.71900000000001 - type: ndcg_at_100 value: 57.726 - type: ndcg_at_1000 value: 52.737 - type: ndcg_at_20 value: 72.54 - type: ndcg_at_3 value: 83.397 - type: ndcg_at_5 value: 80.806 - type: precision_at_1 value: 94.0 - type: precision_at_10 value: 81.0 - type: precision_at_100 value: 59.199999999999996 - type: precision_at_1000 value: 23.244 - type: precision_at_20 value: 75.2 - type: precision_at_3 value: 88.0 - type: precision_at_5 value: 84.8 - type: recall_at_1 value: 0.251 - type: recall_at_10 value: 2.1229999999999998 - type: recall_at_100 value: 14.496999999999998 - type: recall_at_1000 value: 50.09 - type: recall_at_20 value: 3.8309999999999995 - type: recall_at_3 value: 0.696 - type: recall_at_5 value: 1.1400000000000001 - type: main_score value: 77.71900000000001 task: type: Retrieval - dataset: config: default name: MTEB TenKGnadClusteringP2P (default) revision: 5c59e41555244b7e45c9a6be2d720ab4bafae558 split: test type: slvnwhrl/tenkgnad-clustering-p2p metrics: - type: main_score value: 43.763609722295215 - type: v_measure value: 43.763609722295215 - type: v_measure_std value: 2.8751199473862457 task: type: Clustering - dataset: config: default name: MTEB TenKGnadClusteringS2S (default) revision: 6cddbe003f12b9b140aec477b583ac4191f01786 split: test type: slvnwhrl/tenkgnad-clustering-s2s metrics: - type: main_score value: 39.762424448504355 - type: v_measure value: 39.762424448504355 - type: v_measure_std value: 3.30146124979502 task: type: Clustering - dataset: config: default name: MTEB ThuNewsClusteringP2P (default) revision: 5798586b105c0434e4f0fe5e767abe619442cf93 split: test type: C-MTEB/ThuNewsClusteringP2P metrics: - type: main_score value: 63.133819258289456 - type: v_measure value: 63.133819258289456 - type: v_measure_std value: 1.8854253356479695 task: type: Clustering - dataset: config: default name: MTEB ThuNewsClusteringS2S (default) revision: 8a8b2caeda43f39e13c4bc5bea0f8a667896e10d split: test type: C-MTEB/ThuNewsClusteringS2S metrics: - type: main_score value: 58.98195851785808 - type: v_measure value: 58.98195851785808 - type: v_measure_std value: 1.6237600076393737 task: type: Clustering - dataset: config: default name: MTEB Touche2020 (default) revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f split: test type: mteb/touche2020 metrics: - type: map_at_1 value: 3.3550000000000004 - type: map_at_10 value: 10.08 - type: map_at_100 value: 16.136 - type: map_at_1000 value: 17.605 - type: map_at_20 value: 12.561 - type: map_at_3 value: 5.641 - type: map_at_5 value: 7.3260000000000005 - type: mrr_at_1 value: 46.939 - type: mrr_at_10 value: 58.152 - type: mrr_at_100 value: 58.594 - type: mrr_at_1000 value: 58.601000000000006 - type: mrr_at_20 value: 58.279 - type: mrr_at_3 value: 55.102 - type: mrr_at_5 value: 56.531 - type: ndcg_at_1 value: 44.897999999999996 - type: ndcg_at_10 value: 26.298 - type: ndcg_at_100 value: 37.596000000000004 - type: ndcg_at_1000 value: 49.424 - type: ndcg_at_20 value: 27.066000000000003 - type: ndcg_at_3 value: 31.528 - type: ndcg_at_5 value: 28.219 - type: precision_at_1 value: 46.939 - type: precision_at_10 value: 22.245 - type: precision_at_100 value: 7.531000000000001 - type: precision_at_1000 value: 1.5350000000000001 - type: precision_at_20 value: 17.041 - type: precision_at_3 value: 30.612000000000002 - type: precision_at_5 value: 26.122 - type: recall_at_1 value: 3.3550000000000004 - type: recall_at_10 value: 16.41 - type: recall_at_100 value: 47.272 - type: recall_at_1000 value: 83.584 - type: recall_at_20 value: 24.091 - type: recall_at_3 value: 6.8180000000000005 - type: recall_at_5 value: 9.677 - type: main_score value: 26.298 task: type: Retrieval - dataset: config: default name: MTEB ToxicConversationsClassification (default) revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de split: test type: mteb/toxic_conversations_50k metrics: - type: accuracy value: 91.2890625 - type: ap value: 33.95547153875715 - type: ap_weighted value: 33.95547153875715 - type: f1 value: 75.10768597556462 - type: f1_weighted value: 92.00161208992606 - type: main_score value: 91.2890625 task: type: Classification - dataset: config: default name: MTEB TweetSentimentExtractionClassification (default) revision: d604517c81ca91fe16a244d1248fc021f9ecee7a split: test type: mteb/tweet_sentiment_extraction metrics: - type: accuracy value: 71.3978494623656 - type: f1 value: 71.7194818511814 - type: f1_weighted value: 71.13860187349744 - type: main_score value: 71.3978494623656 task: type: Classification - dataset: config: default name: MTEB TwentyNewsgroupsClustering (default) revision: 6125ec4e24fa026cec8a478383ee943acfbd5449 split: test type: mteb/twentynewsgroups-clustering metrics: - type: main_score value: 52.4921688720602 - type: v_measure value: 52.4921688720602 - type: v_measure_std value: 0.992768152658908 task: type: Clustering - dataset: config: default name: MTEB TwitterSemEval2015 (default) revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1 split: test type: mteb/twittersemeval2015-pairclassification metrics: - type: cosine_accuracy value: 85.11652858079513 - type: cosine_accuracy_threshold value: 87.90839910507202 - type: cosine_ap value: 70.90459908851724 - type: cosine_f1 value: 65.66581227877457 - type: cosine_f1_threshold value: 85.13308763504028 - type: cosine_precision value: 61.094708153531684 - type: cosine_recall value: 70.97625329815304 - type: dot_accuracy value: 83.41181379269239 - type: dot_accuracy_threshold value: 43110.113525390625 - type: dot_ap value: 65.64869491143095 - type: dot_f1 value: 62.05308447460914 - type: dot_f1_threshold value: 41412.542724609375 - type: dot_precision value: 57.38623626989464 - type: dot_recall value: 67.54617414248021 - type: euclidean_accuracy value: 85.15229182809799 - type: euclidean_accuracy_threshold value: 1043.08500289917 - type: euclidean_ap value: 70.71204383269375 - type: euclidean_f1 value: 65.20304568527919 - type: euclidean_f1_threshold value: 1179.2595863342285 - type: euclidean_precision value: 62.81173594132029 - type: euclidean_recall value: 67.78364116094987 - type: main_score value: 70.90459908851724 - type: manhattan_accuracy value: 85.1820945341837 - type: manhattan_accuracy_threshold value: 26115.0390625 - type: manhattan_ap value: 70.66113937117431 - type: manhattan_f1 value: 65.33383628819313 - type: manhattan_f1_threshold value: 29105.181884765625 - type: manhattan_precision value: 62.40691808791736 - type: manhattan_recall value: 68.54881266490766 - type: max_accuracy value: 85.1820945341837 - type: max_ap value: 70.90459908851724 - type: max_f1 value: 65.66581227877457 - type: max_precision value: 62.81173594132029 - type: max_recall value: 70.97625329815304 - type: similarity_accuracy value: 85.11652858079513 - type: similarity_accuracy_threshold value: 87.90839910507202 - type: similarity_ap value: 70.90459908851724 - type: similarity_f1 value: 65.66581227877457 - type: similarity_f1_threshold value: 85.13308763504028 - type: similarity_precision value: 61.094708153531684 - type: similarity_recall value: 70.97625329815304 task: type: PairClassification - dataset: config: default name: MTEB TwitterURLCorpus (default) revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf split: test type: mteb/twitterurlcorpus-pairclassification metrics: - type: cosine_accuracy value: 88.10299996119068 - type: cosine_accuracy_threshold value: 84.34982895851135 - type: cosine_ap value: 84.13755787769226 - type: cosine_f1 value: 76.0967548076923 - type: cosine_f1_threshold value: 82.8936219215393 - type: cosine_precision value: 74.28864769727193 - type: cosine_recall value: 77.99507237449954 - type: dot_accuracy value: 86.64182869561843 - type: dot_accuracy_threshold value: 38794.677734375 - type: dot_ap value: 80.20301567411457 - type: dot_f1 value: 73.50650291634967 - type: dot_f1_threshold value: 37447.23205566406 - type: dot_precision value: 69.41498460485802 - type: dot_recall value: 78.11056359716662 - type: euclidean_accuracy value: 87.9361198432103 - type: euclidean_accuracy_threshold value: 1184.421157836914 - type: euclidean_ap value: 83.79582690117218 - type: euclidean_f1 value: 75.81431709042175 - type: euclidean_f1_threshold value: 1258.2727432250977 - type: euclidean_precision value: 73.39099099099099 - type: euclidean_recall value: 78.40314136125654 - type: main_score value: 84.13755787769226 - type: manhattan_accuracy value: 87.96134590755618 - type: manhattan_accuracy_threshold value: 29077.291870117188 - type: manhattan_ap value: 83.79487172269923 - type: manhattan_f1 value: 75.82421603424935 - type: manhattan_f1_threshold value: 31224.124145507812 - type: manhattan_precision value: 72.24740255212329 - type: manhattan_recall value: 79.77363720357253 - type: max_accuracy value: 88.10299996119068 - type: max_ap value: 84.13755787769226 - type: max_f1 value: 76.0967548076923 - type: max_precision value: 74.28864769727193 - type: max_recall value: 79.77363720357253 - type: similarity_accuracy value: 88.10299996119068 - type: similarity_accuracy_threshold value: 84.34982895851135 - type: similarity_ap value: 84.13755787769226 - type: similarity_f1 value: 76.0967548076923 - type: similarity_f1_threshold value: 82.8936219215393 - type: similarity_precision value: 74.28864769727193 - type: similarity_recall value: 77.99507237449954 task: type: PairClassification - dataset: config: default name: MTEB VideoRetrieval (default) revision: 58c2597a5943a2ba48f4668c3b90d796283c5639 split: dev type: C-MTEB/VideoRetrieval metrics: - type: main_score value: 70.433 - type: map_at_1 value: 55.7 - type: map_at_10 value: 66.013 - type: map_at_100 value: 66.534 - type: map_at_1000 value: 66.547 - type: map_at_20 value: 66.334 - type: map_at_3 value: 64.2 - type: map_at_5 value: 65.445 - type: mrr_at_1 value: 55.7 - type: mrr_at_10 value: 66.01329365079364 - type: mrr_at_100 value: 66.53350061744233 - type: mrr_at_1000 value: 66.54744831962995 - type: mrr_at_20 value: 66.3335147364675 - type: mrr_at_3 value: 64.2 - type: mrr_at_5 value: 65.44500000000002 - type: nauc_map_at_1000_diff1 value: 76.26428836976245 - type: nauc_map_at_1000_max value: 35.41847367373575 - type: nauc_map_at_1000_std value: -33.04639860831992 - type: nauc_map_at_100_diff1 value: 76.25793229023193 - type: nauc_map_at_100_max value: 35.43663260110076 - type: nauc_map_at_100_std value: -33.04238139882945 - type: nauc_map_at_10_diff1 value: 76.2108281297711 - type: nauc_map_at_10_max value: 35.59442419423183 - type: nauc_map_at_10_std value: -33.32346518997277 - type: nauc_map_at_1_diff1 value: 79.17728405262736 - type: nauc_map_at_1_max value: 31.880738163589527 - type: nauc_map_at_1_std value: -30.891888718004584 - type: nauc_map_at_20_diff1 value: 76.2181333410193 - type: nauc_map_at_20_max value: 35.43448818430876 - type: nauc_map_at_20_std value: -33.35682442863193 - type: nauc_map_at_3_diff1 value: 76.10046541433466 - type: nauc_map_at_3_max value: 34.6831278555291 - type: nauc_map_at_3_std value: -34.030826044831116 - type: nauc_map_at_5_diff1 value: 75.96513023582064 - type: nauc_map_at_5_max value: 34.66920832438069 - type: nauc_map_at_5_std value: -33.79799777830796 - type: nauc_mrr_at_1000_diff1 value: 76.26428836976245 - type: nauc_mrr_at_1000_max value: 35.41847367373575 - type: nauc_mrr_at_1000_std value: -33.04639860831992 - type: nauc_mrr_at_100_diff1 value: 76.25793229023193 - type: nauc_mrr_at_100_max value: 35.43663260110076 - type: nauc_mrr_at_100_std value: -33.04238139882945 - type: nauc_mrr_at_10_diff1 value: 76.2108281297711 - type: nauc_mrr_at_10_max value: 35.59442419423183 - type: nauc_mrr_at_10_std value: -33.32346518997277 - type: nauc_mrr_at_1_diff1 value: 79.17728405262736 - type: nauc_mrr_at_1_max value: 31.880738163589527 - type: nauc_mrr_at_1_std value: -30.891888718004584 - type: nauc_mrr_at_20_diff1 value: 76.2181333410193 - type: nauc_mrr_at_20_max value: 35.43448818430876 - type: nauc_mrr_at_20_std value: -33.35682442863193 - type: nauc_mrr_at_3_diff1 value: 76.10046541433466 - type: nauc_mrr_at_3_max value: 34.6831278555291 - type: nauc_mrr_at_3_std value: -34.030826044831116 - type: nauc_mrr_at_5_diff1 value: 75.96513023582064 - type: nauc_mrr_at_5_max value: 34.66920832438069 - type: nauc_mrr_at_5_std value: -33.79799777830796 - type: nauc_ndcg_at_1000_diff1 value: 75.68118206798317 - type: nauc_ndcg_at_1000_max value: 37.12252980787349 - type: nauc_ndcg_at_1000_std value: -31.457578337430505 - type: nauc_ndcg_at_100_diff1 value: 75.46730761564156 - type: nauc_ndcg_at_100_max value: 37.549890025544265 - type: nauc_ndcg_at_100_std value: -31.35066985945112 - type: nauc_ndcg_at_10_diff1 value: 75.09890404887037 - type: nauc_ndcg_at_10_max value: 38.024147790014204 - type: nauc_ndcg_at_10_std value: -33.67408368593356 - type: nauc_ndcg_at_1_diff1 value: 79.17728405262736 - type: nauc_ndcg_at_1_max value: 31.880738163589527 - type: nauc_ndcg_at_1_std value: -30.891888718004584 - type: nauc_ndcg_at_20_diff1 value: 75.12977548171354 - type: nauc_ndcg_at_20_max value: 37.524926748917956 - type: nauc_ndcg_at_20_std value: -33.771344674947485 - type: nauc_ndcg_at_3_diff1 value: 74.94037476984154 - type: nauc_ndcg_at_3_max value: 35.60345554050552 - type: nauc_ndcg_at_3_std value: -35.256991346321854 - type: nauc_ndcg_at_5_diff1 value: 74.54265907753783 - type: nauc_ndcg_at_5_max value: 35.57662819978585 - type: nauc_ndcg_at_5_std value: -34.879794448418465 - type: nauc_precision_at_1000_diff1 value: 74.52277207179142 - type: nauc_precision_at_1000_max value: 94.25510945118707 - type: nauc_precision_at_1000_std value: 91.6874157070222 - type: nauc_precision_at_100_diff1 value: 65.98346655735419 - type: nauc_precision_at_100_max value: 78.81168727653687 - type: nauc_precision_at_100_std value: 27.241465691967708 - type: nauc_precision_at_10_diff1 value: 69.55050319096688 - type: nauc_precision_at_10_max value: 51.827749140893374 - type: nauc_precision_at_10_std value: -34.60818605792837 - type: nauc_precision_at_1_diff1 value: 79.17728405262736 - type: nauc_precision_at_1_max value: 31.880738163589527 - type: nauc_precision_at_1_std value: -30.891888718004584 - type: nauc_precision_at_20_diff1 value: 68.08078305042736 - type: nauc_precision_at_20_max value: 52.83318878288501 - type: nauc_precision_at_20_std value: -35.46070292817927 - type: nauc_precision_at_3_diff1 value: 70.76249609881901 - type: nauc_precision_at_3_max value: 38.86561868624655 - type: nauc_precision_at_3_std value: -39.68917853446992 - type: nauc_precision_at_5_diff1 value: 68.39110629013278 - type: nauc_precision_at_5_max value: 39.28677163904683 - type: nauc_precision_at_5_std value: -39.39101423819562 - type: nauc_recall_at_1000_diff1 value: 74.52277207179175 - type: nauc_recall_at_1000_max value: 94.25510945118776 - type: nauc_recall_at_1000_std value: 91.68741570702382 - type: nauc_recall_at_100_diff1 value: 65.9834665573548 - type: nauc_recall_at_100_max value: 78.81168727653679 - type: nauc_recall_at_100_std value: 27.241465691967598 - type: nauc_recall_at_10_diff1 value: 69.55050319096708 - type: nauc_recall_at_10_max value: 51.82774914089347 - type: nauc_recall_at_10_std value: -34.6081860579283 - type: nauc_recall_at_1_diff1 value: 79.17728405262736 - type: nauc_recall_at_1_max value: 31.880738163589527 - type: nauc_recall_at_1_std value: -30.891888718004584 - type: nauc_recall_at_20_diff1 value: 68.08078305042746 - type: nauc_recall_at_20_max value: 52.833188782885244 - type: nauc_recall_at_20_std value: -35.46070292817895 - type: nauc_recall_at_3_diff1 value: 70.76249609881896 - type: nauc_recall_at_3_max value: 38.865618686246464 - type: nauc_recall_at_3_std value: -39.68917853446999 - type: nauc_recall_at_5_diff1 value: 68.39110629013274 - type: nauc_recall_at_5_max value: 39.28677163904688 - type: nauc_recall_at_5_std value: -39.39101423819562 - type: ndcg_at_1 value: 55.7 - type: ndcg_at_10 value: 70.433 - type: ndcg_at_100 value: 72.975 - type: ndcg_at_1000 value: 73.283 - type: ndcg_at_20 value: 71.58 - type: ndcg_at_3 value: 66.83099999999999 - type: ndcg_at_5 value: 69.085 - type: precision_at_1 value: 55.7 - type: precision_at_10 value: 8.4 - type: precision_at_100 value: 0.959 - type: precision_at_1000 value: 0.098 - type: precision_at_20 value: 4.425 - type: precision_at_3 value: 24.8 - type: precision_at_5 value: 15.98 - type: recall_at_1 value: 55.7 - type: recall_at_10 value: 84.0 - type: recall_at_100 value: 95.89999999999999 - type: recall_at_1000 value: 98.2 - type: recall_at_20 value: 88.5 - type: recall_at_3 value: 74.4 - type: recall_at_5 value: 79.9 task: type: Retrieval - dataset: config: default name: MTEB Waimai (default) revision: 339287def212450dcaa9df8c22bf93e9980c7023 split: test type: C-MTEB/waimai-classification metrics: - type: accuracy value: 86.58999999999999 - type: ap value: 70.02619249927523 - type: ap_weighted value: 70.02619249927523 - type: f1 value: 84.97572770889423 - type: f1_weighted value: 86.6865713531272 - type: main_score value: 86.58999999999999 task: type: Classification - dataset: config: en name: MTEB XMarket (en) revision: dfe57acff5b62c23732a7b7d3e3fb84ff501708b split: test type: jinaai/xmarket_ml metrics: - type: main_score value: 34.772999999999996 - type: map_at_1 value: 7.2620000000000005 - type: map_at_10 value: 17.98 - type: map_at_100 value: 24.828 - type: map_at_1000 value: 26.633000000000003 - type: map_at_20 value: 20.699 - type: map_at_3 value: 12.383 - type: map_at_5 value: 14.871 - type: mrr_at_1 value: 34.718100890207715 - type: mrr_at_10 value: 43.9336827525092 - type: mrr_at_100 value: 44.66474011066837 - type: mrr_at_1000 value: 44.7075592197356 - type: mrr_at_20 value: 44.35984436569346 - type: mrr_at_3 value: 41.73901893981052 - type: mrr_at_5 value: 43.025973550207134 - type: nauc_map_at_1000_diff1 value: 13.899869081196364 - type: nauc_map_at_1000_max value: 46.60452816386231 - type: nauc_map_at_1000_std value: 24.87925799401773 - type: nauc_map_at_100_diff1 value: 16.164805650871084 - type: nauc_map_at_100_max value: 44.720912958558095 - type: nauc_map_at_100_std value: 20.236734536210477 - type: nauc_map_at_10_diff1 value: 23.58580520913581 - type: nauc_map_at_10_max value: 31.276151869914216 - type: nauc_map_at_10_std value: -0.1833326246041355 - type: nauc_map_at_1_diff1 value: 37.02663305598722 - type: nauc_map_at_1_max value: 14.931071531116528 - type: nauc_map_at_1_std value: -12.478790028708453 - type: nauc_map_at_20_diff1 value: 20.718297881540593 - type: nauc_map_at_20_max value: 36.62264094841859 - type: nauc_map_at_20_std value: 6.658514770057742 - type: nauc_map_at_3_diff1 value: 29.379034581120006 - type: nauc_map_at_3_max value: 21.387214269548803 - type: nauc_map_at_3_std value: -9.3404121914247 - type: nauc_map_at_5_diff1 value: 26.627169792839485 - type: nauc_map_at_5_max value: 25.393331109666388 - type: nauc_map_at_5_std value: -6.023485287246353 - type: nauc_mrr_at_1000_diff1 value: 12.047232036652295 - type: nauc_mrr_at_1000_max value: 46.611862580860645 - type: nauc_mrr_at_1000_std value: 27.89146066442305 - type: nauc_mrr_at_100_diff1 value: 12.05261747449997 - type: nauc_mrr_at_100_max value: 46.61328535381203 - type: nauc_mrr_at_100_std value: 27.886145596874535 - type: nauc_mrr_at_10_diff1 value: 12.006935553036941 - type: nauc_mrr_at_10_max value: 46.53351686240496 - type: nauc_mrr_at_10_std value: 27.708742470257462 - type: nauc_mrr_at_1_diff1 value: 13.323408127738782 - type: nauc_mrr_at_1_max value: 43.78884661002012 - type: nauc_mrr_at_1_std value: 25.164417588165673 - type: nauc_mrr_at_20_diff1 value: 12.036022973968011 - type: nauc_mrr_at_20_max value: 46.56537838037131 - type: nauc_mrr_at_20_std value: 27.78189157249635 - type: nauc_mrr_at_3_diff1 value: 11.943896700976381 - type: nauc_mrr_at_3_max value: 46.33644663073225 - type: nauc_mrr_at_3_std value: 27.523915405053845 - type: nauc_mrr_at_5_diff1 value: 12.03108009033769 - type: nauc_mrr_at_5_max value: 46.49103616896692 - type: nauc_mrr_at_5_std value: 27.630879129863366 - type: nauc_ndcg_at_1000_diff1 value: 9.766823796017324 - type: nauc_ndcg_at_1000_max value: 52.85844801910602 - type: nauc_ndcg_at_1000_std value: 36.43271437761207 - type: nauc_ndcg_at_100_diff1 value: 12.035059298282036 - type: nauc_ndcg_at_100_max value: 50.05520240705682 - type: nauc_ndcg_at_100_std value: 29.87678724506636 - type: nauc_ndcg_at_10_diff1 value: 10.281893031139424 - type: nauc_ndcg_at_10_max value: 47.02153679426017 - type: nauc_ndcg_at_10_std value: 26.624948330369126 - type: nauc_ndcg_at_1_diff1 value: 13.323408127738782 - type: nauc_ndcg_at_1_max value: 43.78884661002012 - type: nauc_ndcg_at_1_std value: 25.164417588165673 - type: nauc_ndcg_at_20_diff1 value: 11.463524849646598 - type: nauc_ndcg_at_20_max value: 47.415073186019704 - type: nauc_ndcg_at_20_std value: 26.359019620164307 - type: nauc_ndcg_at_3_diff1 value: 9.689199913805394 - type: nauc_ndcg_at_3_max value: 45.68151849572808 - type: nauc_ndcg_at_3_std value: 26.559193219799486 - type: nauc_ndcg_at_5_diff1 value: 9.448823370356575 - type: nauc_ndcg_at_5_max value: 46.19999662690141 - type: nauc_ndcg_at_5_std value: 26.8411706726069 - type: nauc_precision_at_1000_diff1 value: -20.379065598727024 - type: nauc_precision_at_1000_max value: 13.162562437268427 - type: nauc_precision_at_1000_std value: 22.658226157785812 - type: nauc_precision_at_100_diff1 value: -16.458155977309282 - type: nauc_precision_at_100_max value: 35.97956789169889 - type: nauc_precision_at_100_std value: 48.878375009979194 - type: nauc_precision_at_10_diff1 value: -7.810992317607771 - type: nauc_precision_at_10_max value: 49.307339277444754 - type: nauc_precision_at_10_std value: 42.82533951854582 - type: nauc_precision_at_1_diff1 value: 13.323408127738782 - type: nauc_precision_at_1_max value: 43.78884661002012 - type: nauc_precision_at_1_std value: 25.164417588165673 - type: nauc_precision_at_20_diff1 value: -11.43933465149542 - type: nauc_precision_at_20_max value: 46.93722753460038 - type: nauc_precision_at_20_std value: 47.36223769029678 - type: nauc_precision_at_3_diff1 value: 1.3230178593599737 - type: nauc_precision_at_3_max value: 48.49039534395576 - type: nauc_precision_at_3_std value: 33.161384183129194 - type: nauc_precision_at_5_diff1 value: -3.185516457926519 - type: nauc_precision_at_5_max value: 49.5814309394308 - type: nauc_precision_at_5_std value: 37.57637865900281 - type: nauc_recall_at_1000_diff1 value: 7.839499443984168 - type: nauc_recall_at_1000_max value: 52.67165467640894 - type: nauc_recall_at_1000_std value: 48.85318316702583 - type: nauc_recall_at_100_diff1 value: 14.117557049589418 - type: nauc_recall_at_100_max value: 40.59046301348715 - type: nauc_recall_at_100_std value: 24.379680901739505 - type: nauc_recall_at_10_diff1 value: 20.04536052614054 - type: nauc_recall_at_10_max value: 25.54148839721574 - type: nauc_recall_at_10_std value: -1.938182527562211 - type: nauc_recall_at_1_diff1 value: 37.02663305598722 - type: nauc_recall_at_1_max value: 14.931071531116528 - type: nauc_recall_at_1_std value: -12.478790028708453 - type: nauc_recall_at_20_diff1 value: 17.959977483235566 - type: nauc_recall_at_20_max value: 29.88502687870809 - type: nauc_recall_at_20_std value: 4.26527395196852 - type: nauc_recall_at_3_diff1 value: 26.297810954500456 - type: nauc_recall_at_3_max value: 18.819406079307402 - type: nauc_recall_at_3_std value: -10.002237229729081 - type: nauc_recall_at_5_diff1 value: 22.739080899568485 - type: nauc_recall_at_5_max value: 21.0322968243985 - type: nauc_recall_at_5_std value: -6.927749435306422 - type: ndcg_at_1 value: 34.717999999999996 - type: ndcg_at_10 value: 34.772999999999996 - type: ndcg_at_100 value: 39.407 - type: ndcg_at_1000 value: 44.830999999999996 - type: ndcg_at_20 value: 35.667 - type: ndcg_at_3 value: 34.332 - type: ndcg_at_5 value: 34.408 - type: precision_at_1 value: 34.717999999999996 - type: precision_at_10 value: 23.430999999999997 - type: precision_at_100 value: 9.31 - type: precision_at_1000 value: 2.259 - type: precision_at_20 value: 18.826999999999998 - type: precision_at_3 value: 30.553 - type: precision_at_5 value: 27.792 - type: recall_at_1 value: 7.2620000000000005 - type: recall_at_10 value: 26.384 - type: recall_at_100 value: 52.506 - type: recall_at_1000 value: 73.38 - type: recall_at_20 value: 34.032000000000004 - type: recall_at_3 value: 14.821000000000002 - type: recall_at_5 value: 19.481 task: type: Retrieval - dataset: config: de name: MTEB XMarket (de) revision: dfe57acff5b62c23732a7b7d3e3fb84ff501708b split: test type: jinaai/xmarket_ml metrics: - type: main_score value: 28.316000000000003 - type: map_at_1 value: 8.667 - type: map_at_10 value: 17.351 - type: map_at_100 value: 21.02 - type: map_at_1000 value: 21.951 - type: map_at_20 value: 18.994 - type: map_at_3 value: 13.23 - type: map_at_5 value: 15.17 - type: mrr_at_1 value: 27.27272727272727 - type: mrr_at_10 value: 36.10858487561485 - type: mrr_at_100 value: 36.92033814316568 - type: mrr_at_1000 value: 36.972226653870365 - type: mrr_at_20 value: 36.58914906427944 - type: mrr_at_3 value: 33.642969201552305 - type: mrr_at_5 value: 35.13417554289494 - type: nauc_map_at_1000_diff1 value: 23.345116790998063 - type: nauc_map_at_1000_max value: 44.447240670835725 - type: nauc_map_at_1000_std value: 18.34636500680144 - type: nauc_map_at_100_diff1 value: 24.458120909292347 - type: nauc_map_at_100_max value: 43.31851431140378 - type: nauc_map_at_100_std value: 15.654778355549965 - type: nauc_map_at_10_diff1 value: 29.376508937265044 - type: nauc_map_at_10_max value: 36.650196725140795 - type: nauc_map_at_10_std value: 4.682465435374843 - type: nauc_map_at_1_diff1 value: 40.382365672683214 - type: nauc_map_at_1_max value: 22.894341150096785 - type: nauc_map_at_1_std value: -5.610725673968323 - type: nauc_map_at_20_diff1 value: 27.197033425732908 - type: nauc_map_at_20_max value: 39.71672400647207 - type: nauc_map_at_20_std value: 8.944436813309933 - type: nauc_map_at_3_diff1 value: 34.49739294661502 - type: nauc_map_at_3_max value: 29.006972420735284 - type: nauc_map_at_3_std value: -3.0372650571243986 - type: nauc_map_at_5_diff1 value: 32.764901537277105 - type: nauc_map_at_5_max value: 32.658533295918154 - type: nauc_map_at_5_std value: 0.029626452286996906 - type: nauc_mrr_at_1000_diff1 value: 19.521229956280603 - type: nauc_mrr_at_1000_max value: 44.39409866211472 - type: nauc_mrr_at_1000_std value: 23.580697307036058 - type: nauc_mrr_at_100_diff1 value: 19.51312676591073 - type: nauc_mrr_at_100_max value: 44.39559153963895 - type: nauc_mrr_at_100_std value: 23.57913711397437 - type: nauc_mrr_at_10_diff1 value: 19.584635617935145 - type: nauc_mrr_at_10_max value: 44.44842226236198 - type: nauc_mrr_at_10_std value: 23.382684909390434 - type: nauc_mrr_at_1_diff1 value: 20.92594790923806 - type: nauc_mrr_at_1_max value: 40.593939625252816 - type: nauc_mrr_at_1_std value: 20.37467598073644 - type: nauc_mrr_at_20_diff1 value: 19.590641822115725 - type: nauc_mrr_at_20_max value: 44.42512299604718 - type: nauc_mrr_at_20_std value: 23.45564260800024 - type: nauc_mrr_at_3_diff1 value: 20.005307129527232 - type: nauc_mrr_at_3_max value: 43.68300366192776 - type: nauc_mrr_at_3_std value: 22.297190480842005 - type: nauc_mrr_at_5_diff1 value: 19.852896386271716 - type: nauc_mrr_at_5_max value: 44.20641808920062 - type: nauc_mrr_at_5_std value: 22.966517330852895 - type: nauc_ndcg_at_1000_diff1 value: 17.800116251376103 - type: nauc_ndcg_at_1000_max value: 50.98332718061365 - type: nauc_ndcg_at_1000_std value: 31.464484658102577 - type: nauc_ndcg_at_100_diff1 value: 19.555159680541088 - type: nauc_ndcg_at_100_max value: 48.56377130899141 - type: nauc_ndcg_at_100_std value: 25.77572748714817 - type: nauc_ndcg_at_10_diff1 value: 20.003008726679415 - type: nauc_ndcg_at_10_max value: 45.1293725480628 - type: nauc_ndcg_at_10_std value: 21.149213260765872 - type: nauc_ndcg_at_1_diff1 value: 21.00986278773023 - type: nauc_ndcg_at_1_max value: 40.524637076774894 - type: nauc_ndcg_at_1_std value: 20.29682194006685 - type: nauc_ndcg_at_20_diff1 value: 20.659734137312284 - type: nauc_ndcg_at_20_max value: 45.73108736599869 - type: nauc_ndcg_at_20_std value: 21.200736170346133 - type: nauc_ndcg_at_3_diff1 value: 19.200120542882544 - type: nauc_ndcg_at_3_max value: 42.89772612963168 - type: nauc_ndcg_at_3_std value: 20.713292754978983 - type: nauc_ndcg_at_5_diff1 value: 19.96329647992544 - type: nauc_ndcg_at_5_max value: 44.296627037787324 - type: nauc_ndcg_at_5_std value: 21.200135784971973 - type: nauc_precision_at_1000_diff1 value: -11.543221249009427 - type: nauc_precision_at_1000_max value: 9.132801614448221 - type: nauc_precision_at_1000_std value: 21.203720655381055 - type: nauc_precision_at_100_diff1 value: -12.510945425786039 - type: nauc_precision_at_100_max value: 31.42530963666252 - type: nauc_precision_at_100_std value: 44.99672783467617 - type: nauc_precision_at_10_diff1 value: -4.025802651746804 - type: nauc_precision_at_10_max value: 47.50967924227793 - type: nauc_precision_at_10_std value: 41.1558559268985 - type: nauc_precision_at_1_diff1 value: 21.00986278773023 - type: nauc_precision_at_1_max value: 40.524637076774894 - type: nauc_precision_at_1_std value: 20.29682194006685 - type: nauc_precision_at_20_diff1 value: -8.059482951110002 - type: nauc_precision_at_20_max value: 44.28832115946278 - type: nauc_precision_at_20_std value: 45.2005585353651 - type: nauc_precision_at_3_diff1 value: 8.53530005716248 - type: nauc_precision_at_3_max value: 46.48353678905102 - type: nauc_precision_at_3_std value: 28.868791323881972 - type: nauc_precision_at_5_diff1 value: 3.093619954821814 - type: nauc_precision_at_5_max value: 48.43294475817019 - type: nauc_precision_at_5_std value: 34.83430452745434 - type: nauc_recall_at_1000_diff1 value: 9.93680206699751 - type: nauc_recall_at_1000_max value: 52.97840222394363 - type: nauc_recall_at_1000_std value: 46.370023604436255 - type: nauc_recall_at_100_diff1 value: 14.100542445524972 - type: nauc_recall_at_100_max value: 42.853775131475224 - type: nauc_recall_at_100_std value: 26.93029971231028 - type: nauc_recall_at_10_diff1 value: 22.774547475714716 - type: nauc_recall_at_10_max value: 33.984586405015044 - type: nauc_recall_at_10_std value: 5.332325172373655 - type: nauc_recall_at_1_diff1 value: 40.382365672683214 - type: nauc_recall_at_1_max value: 22.894341150096785 - type: nauc_recall_at_1_std value: -5.610725673968323 - type: nauc_recall_at_20_diff1 value: 19.751060483835936 - type: nauc_recall_at_20_max value: 36.18774034635102 - type: nauc_recall_at_20_std value: 10.362242090308577 - type: nauc_recall_at_3_diff1 value: 30.29462372902671 - type: nauc_recall_at_3_max value: 27.377175450099635 - type: nauc_recall_at_3_std value: -3.015752705993425 - type: nauc_recall_at_5_diff1 value: 28.096893312615723 - type: nauc_recall_at_5_max value: 30.485075571512425 - type: nauc_recall_at_5_std value: 0.09106417003502826 - type: ndcg_at_1 value: 27.248 - type: ndcg_at_10 value: 28.316000000000003 - type: ndcg_at_100 value: 33.419 - type: ndcg_at_1000 value: 38.134 - type: ndcg_at_20 value: 29.707 - type: ndcg_at_3 value: 26.93 - type: ndcg_at_5 value: 27.363 - type: precision_at_1 value: 27.248 - type: precision_at_10 value: 15.073 - type: precision_at_100 value: 5.061 - type: precision_at_1000 value: 1.325 - type: precision_at_20 value: 11.407 - type: precision_at_3 value: 21.823 - type: precision_at_5 value: 18.984 - type: recall_at_1 value: 8.667 - type: recall_at_10 value: 26.984 - type: recall_at_100 value: 49.753 - type: recall_at_1000 value: 70.354 - type: recall_at_20 value: 33.955999999999996 - type: recall_at_3 value: 16.086 - type: recall_at_5 value: 20.544999999999998 task: type: Retrieval - dataset: config: es name: MTEB XMarket (es) revision: dfe57acff5b62c23732a7b7d3e3fb84ff501708b split: test type: jinaai/xmarket_ml metrics: - type: main_score value: 26.592 - type: map_at_1 value: 8.081000000000001 - type: map_at_10 value: 16.486 - type: map_at_100 value: 19.996 - type: map_at_1000 value: 20.889 - type: map_at_20 value: 18.088 - type: map_at_3 value: 12.864 - type: map_at_5 value: 14.515 - type: mrr_at_1 value: 24.643356643356643 - type: mrr_at_10 value: 33.755599955599926 - type: mrr_at_100 value: 34.55914769326114 - type: mrr_at_1000 value: 34.614384237219745 - type: mrr_at_20 value: 34.228909650276194 - type: mrr_at_3 value: 31.445221445221456 - type: mrr_at_5 value: 32.71375291375297 - type: nauc_map_at_1000_diff1 value: 19.17751654240679 - type: nauc_map_at_1000_max value: 43.493743561136434 - type: nauc_map_at_1000_std value: 21.14477911550252 - type: nauc_map_at_100_diff1 value: 20.259227234415395 - type: nauc_map_at_100_max value: 42.510860292169106 - type: nauc_map_at_100_std value: 18.63085160442346 - type: nauc_map_at_10_diff1 value: 24.12419385640694 - type: nauc_map_at_10_max value: 35.99892932069915 - type: nauc_map_at_10_std value: 8.488520124325058 - type: nauc_map_at_1_diff1 value: 35.09239143996649 - type: nauc_map_at_1_max value: 23.72498533914286 - type: nauc_map_at_1_std value: -4.164387883546102 - type: nauc_map_at_20_diff1 value: 22.411418237320817 - type: nauc_map_at_20_max value: 39.12496266094892 - type: nauc_map_at_20_std value: 12.371656353894227 - type: nauc_map_at_3_diff1 value: 28.106972376813506 - type: nauc_map_at_3_max value: 29.57824316865409 - type: nauc_map_at_3_std value: 1.8928791254813127 - type: nauc_map_at_5_diff1 value: 26.4958239149419 - type: nauc_map_at_5_max value: 32.45906016649239 - type: nauc_map_at_5_std value: 4.612735963224018 - type: nauc_mrr_at_1000_diff1 value: 17.614812607094446 - type: nauc_mrr_at_1000_max value: 41.13031556228715 - type: nauc_mrr_at_1000_std value: 22.564112871230318 - type: nauc_mrr_at_100_diff1 value: 17.614044568011085 - type: nauc_mrr_at_100_max value: 41.129436273086796 - type: nauc_mrr_at_100_std value: 22.566763500658766 - type: nauc_mrr_at_10_diff1 value: 17.61869494452089 - type: nauc_mrr_at_10_max value: 41.091542329381426 - type: nauc_mrr_at_10_std value: 22.370473458633594 - type: nauc_mrr_at_1_diff1 value: 20.321421442201913 - type: nauc_mrr_at_1_max value: 38.36531448180009 - type: nauc_mrr_at_1_std value: 18.422203207777688 - type: nauc_mrr_at_20_diff1 value: 17.614767736091625 - type: nauc_mrr_at_20_max value: 41.11221420736687 - type: nauc_mrr_at_20_std value: 22.44271891522012 - type: nauc_mrr_at_3_diff1 value: 17.98184651584625 - type: nauc_mrr_at_3_max value: 40.424293610470144 - type: nauc_mrr_at_3_std value: 21.554750947206706 - type: nauc_mrr_at_5_diff1 value: 17.72088314927416 - type: nauc_mrr_at_5_max value: 40.662724739072694 - type: nauc_mrr_at_5_std value: 21.822957528431928 - type: nauc_ndcg_at_1000_diff1 value: 15.310699428328398 - type: nauc_ndcg_at_1000_max value: 48.83921393349997 - type: nauc_ndcg_at_1000_std value: 32.22600294110774 - type: nauc_ndcg_at_100_diff1 value: 16.62672763977423 - type: nauc_ndcg_at_100_max value: 47.36060653537392 - type: nauc_ndcg_at_100_std value: 27.879865162871575 - type: nauc_ndcg_at_10_diff1 value: 16.436684176028116 - type: nauc_ndcg_at_10_max value: 43.00026520872974 - type: nauc_ndcg_at_10_std value: 22.507354939162806 - type: nauc_ndcg_at_1_diff1 value: 20.321421442201913 - type: nauc_ndcg_at_1_max value: 38.36531448180009 - type: nauc_ndcg_at_1_std value: 18.422203207777688 - type: nauc_ndcg_at_20_diff1 value: 17.127747123248835 - type: nauc_ndcg_at_20_max value: 44.57322943752733 - type: nauc_ndcg_at_20_std value: 23.146541187377036 - type: nauc_ndcg_at_3_diff1 value: 16.372742984728514 - type: nauc_ndcg_at_3_max value: 40.91938017883993 - type: nauc_ndcg_at_3_std value: 21.50917089194154 - type: nauc_ndcg_at_5_diff1 value: 16.40486505525073 - type: nauc_ndcg_at_5_max value: 41.94597203181329 - type: nauc_ndcg_at_5_std value: 22.068260809047562 - type: nauc_precision_at_1000_diff1 value: -15.9415313729527 - type: nauc_precision_at_1000_max value: 12.653329948983643 - type: nauc_precision_at_1000_std value: 26.371820703256173 - type: nauc_precision_at_100_diff1 value: -11.851070166675289 - type: nauc_precision_at_100_max value: 32.164365923950115 - type: nauc_precision_at_100_std value: 45.930226426725426 - type: nauc_precision_at_10_diff1 value: -3.1352660378259163 - type: nauc_precision_at_10_max value: 45.48359878733272 - type: nauc_precision_at_10_std value: 40.2917038044196 - type: nauc_precision_at_1_diff1 value: 20.321421442201913 - type: nauc_precision_at_1_max value: 38.36531448180009 - type: nauc_precision_at_1_std value: 18.422203207777688 - type: nauc_precision_at_20_diff1 value: -7.087513342144751 - type: nauc_precision_at_20_max value: 43.66272019058357 - type: nauc_precision_at_20_std value: 44.22863351071686 - type: nauc_precision_at_3_diff1 value: 7.836185032609045 - type: nauc_precision_at_3_max value: 44.85412904097269 - type: nauc_precision_at_3_std value: 30.209139149500057 - type: nauc_precision_at_5_diff1 value: 3.028150537253791 - type: nauc_precision_at_5_max value: 45.73661708882973 - type: nauc_precision_at_5_std value: 34.65500311185052 - type: nauc_recall_at_1000_diff1 value: 9.526124668370704 - type: nauc_recall_at_1000_max value: 51.4190208452196 - type: nauc_recall_at_1000_std value: 45.694891695646426 - type: nauc_recall_at_100_diff1 value: 12.68466215400009 - type: nauc_recall_at_100_max value: 42.79112054268112 - type: nauc_recall_at_100_std value: 28.61954251400998 - type: nauc_recall_at_10_diff1 value: 17.95124413416829 - type: nauc_recall_at_10_max value: 33.1192036755167 - type: nauc_recall_at_10_std value: 9.3588175959525 - type: nauc_recall_at_1_diff1 value: 35.09239143996649 - type: nauc_recall_at_1_max value: 23.72498533914286 - type: nauc_recall_at_1_std value: -4.164387883546102 - type: nauc_recall_at_20_diff1 value: 16.24916980445646 - type: nauc_recall_at_20_max value: 36.51316122236076 - type: nauc_recall_at_20_std value: 13.641588062425736 - type: nauc_recall_at_3_diff1 value: 23.263199724138786 - type: nauc_recall_at_3_max value: 27.67354561610614 - type: nauc_recall_at_3_std value: 3.103127242654415 - type: nauc_recall_at_5_diff1 value: 20.719704839229635 - type: nauc_recall_at_5_max value: 29.66480839111333 - type: nauc_recall_at_5_std value: 5.514884455797986 - type: ndcg_at_1 value: 24.643 - type: ndcg_at_10 value: 26.592 - type: ndcg_at_100 value: 31.887 - type: ndcg_at_1000 value: 36.695 - type: ndcg_at_20 value: 28.166000000000004 - type: ndcg_at_3 value: 25.238 - type: ndcg_at_5 value: 25.545 - type: precision_at_1 value: 24.643 - type: precision_at_10 value: 13.730999999999998 - type: precision_at_100 value: 4.744000000000001 - type: precision_at_1000 value: 1.167 - type: precision_at_20 value: 10.562000000000001 - type: precision_at_3 value: 20.288999999999998 - type: precision_at_5 value: 17.337 - type: recall_at_1 value: 8.081000000000001 - type: recall_at_10 value: 25.911 - type: recall_at_100 value: 48.176 - type: recall_at_1000 value: 69.655 - type: recall_at_20 value: 32.924 - type: recall_at_3 value: 16.125 - type: recall_at_5 value: 19.988 task: type: Retrieval - dataset: config: deu-deu name: MTEB XPQARetrieval (deu-deu) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 84.552 - type: map_at_1 value: 59.023 - type: map_at_10 value: 81.051 - type: map_at_100 value: 81.539 - type: map_at_1000 value: 81.54299999999999 - type: map_at_20 value: 81.401 - type: map_at_3 value: 76.969 - type: map_at_5 value: 80.07600000000001 - type: mrr_at_1 value: 77.67624020887729 - type: mrr_at_10 value: 83.30509967259314 - type: mrr_at_100 value: 83.58599391639456 - type: mrr_at_1000 value: 83.58970114722587 - type: mrr_at_20 value: 83.50275980440317 - type: mrr_at_3 value: 82.07136640557006 - type: mrr_at_5 value: 82.94604003481287 - type: nauc_map_at_1000_diff1 value: 63.12885104269942 - type: nauc_map_at_1000_max value: 57.7017996674959 - type: nauc_map_at_1000_std value: -24.951068985070513 - type: nauc_map_at_100_diff1 value: 63.12866509393162 - type: nauc_map_at_100_max value: 57.70176426013332 - type: nauc_map_at_100_std value: -24.96012290790273 - type: nauc_map_at_10_diff1 value: 62.847709436211204 - type: nauc_map_at_10_max value: 57.408873624779524 - type: nauc_map_at_10_std value: -25.635130363219062 - type: nauc_map_at_1_diff1 value: 71.89683981857102 - type: nauc_map_at_1_max value: 20.204460967432645 - type: nauc_map_at_1_std value: -23.07894656629493 - type: nauc_map_at_20_diff1 value: 63.00504457011043 - type: nauc_map_at_20_max value: 57.66009512514262 - type: nauc_map_at_20_std value: -25.100138593754885 - type: nauc_map_at_3_diff1 value: 63.199874607788274 - type: nauc_map_at_3_max value: 47.54482033763308 - type: nauc_map_at_3_std value: -27.714557098916963 - type: nauc_map_at_5_diff1 value: 63.01006523518669 - type: nauc_map_at_5_max value: 56.501965964288495 - type: nauc_map_at_5_std value: -25.367825762790925 - type: nauc_mrr_at_1000_diff1 value: 66.24988063948112 - type: nauc_mrr_at_1000_max value: 63.56921667744273 - type: nauc_mrr_at_1000_std value: -22.073973768031863 - type: nauc_mrr_at_100_diff1 value: 66.24919554296275 - type: nauc_mrr_at_100_max value: 63.57382447608361 - type: nauc_mrr_at_100_std value: -22.084627248538187 - type: nauc_mrr_at_10_diff1 value: 66.0143885124066 - type: nauc_mrr_at_10_max value: 63.51277586011898 - type: nauc_mrr_at_10_std value: -22.477523960705454 - type: nauc_mrr_at_1_diff1 value: 68.25415199323474 - type: nauc_mrr_at_1_max value: 63.069019003272416 - type: nauc_mrr_at_1_std value: -18.77085924093244 - type: nauc_mrr_at_20_diff1 value: 66.16203167351055 - type: nauc_mrr_at_20_max value: 63.607477776215845 - type: nauc_mrr_at_20_std value: -22.15083176017266 - type: nauc_mrr_at_3_diff1 value: 66.39368842782302 - type: nauc_mrr_at_3_max value: 63.11411066585295 - type: nauc_mrr_at_3_std value: -22.63174342814071 - type: nauc_mrr_at_5_diff1 value: 66.17932562332354 - type: nauc_mrr_at_5_max value: 63.70434825329594 - type: nauc_mrr_at_5_std value: -21.704012812430438 - type: nauc_ndcg_at_1000_diff1 value: 63.958010361549356 - type: nauc_ndcg_at_1000_max value: 60.516445000134624 - type: nauc_ndcg_at_1000_std value: -24.264672248289923 - type: nauc_ndcg_at_100_diff1 value: 63.97654644758022 - type: nauc_ndcg_at_100_max value: 60.62187552803407 - type: nauc_ndcg_at_100_std value: -24.317149225778312 - type: nauc_ndcg_at_10_diff1 value: 62.505321221321566 - type: nauc_ndcg_at_10_max value: 59.77891112351258 - type: nauc_ndcg_at_10_std value: -26.90910005589911 - type: nauc_ndcg_at_1_diff1 value: 68.25415199323474 - type: nauc_ndcg_at_1_max value: 63.069019003272416 - type: nauc_ndcg_at_1_std value: -18.77085924093244 - type: nauc_ndcg_at_20_diff1 value: 63.04281805056225 - type: nauc_ndcg_at_20_max value: 60.600957307444226 - type: nauc_ndcg_at_20_std value: -24.954862079889203 - type: nauc_ndcg_at_3_diff1 value: 62.970441139740316 - type: nauc_ndcg_at_3_max value: 57.543715669055295 - type: nauc_ndcg_at_3_std value: -25.659388431714703 - type: nauc_ndcg_at_5_diff1 value: 62.82652127664541 - type: nauc_ndcg_at_5_max value: 58.6970443258532 - type: nauc_ndcg_at_5_std value: -25.66329354851023 - type: nauc_precision_at_1000_diff1 value: -33.38530947486223 - type: nauc_precision_at_1000_max value: 25.972468024345414 - type: nauc_precision_at_1000_std value: 17.460222955117978 - type: nauc_precision_at_100_diff1 value: -32.45175999251703 - type: nauc_precision_at_100_max value: 26.367996120487337 - type: nauc_precision_at_100_std value: 17.097957946391208 - type: nauc_precision_at_10_diff1 value: -26.97411235289487 - type: nauc_precision_at_10_max value: 31.504961687240762 - type: nauc_precision_at_10_std value: 11.125341183874687 - type: nauc_precision_at_1_diff1 value: 68.25415199323474 - type: nauc_precision_at_1_max value: 63.069019003272416 - type: nauc_precision_at_1_std value: -18.77085924093244 - type: nauc_precision_at_20_diff1 value: -29.8678078736273 - type: nauc_precision_at_20_max value: 29.031222186584504 - type: nauc_precision_at_20_std value: 14.943600563087928 - type: nauc_precision_at_3_diff1 value: -15.92947221299854 - type: nauc_precision_at_3_max value: 37.73833494235097 - type: nauc_precision_at_3_std value: 3.1573228443500847 - type: nauc_precision_at_5_diff1 value: -22.269156821101642 - type: nauc_precision_at_5_max value: 35.65821838116355 - type: nauc_precision_at_5_std value: 9.265930386198972 - type: nauc_recall_at_1000_diff1 value: .nan - type: nauc_recall_at_1000_max value: .nan - type: nauc_recall_at_1000_std value: .nan - type: nauc_recall_at_100_diff1 value: 66.17058859539249 - type: nauc_recall_at_100_max value: 78.066942935192 - type: nauc_recall_at_100_std value: -22.213377762074686 - type: nauc_recall_at_10_diff1 value: 50.82149700700275 - type: nauc_recall_at_10_max value: 56.68053325008221 - type: nauc_recall_at_10_std value: -41.81657941433277 - type: nauc_recall_at_1_diff1 value: 71.89683981857102 - type: nauc_recall_at_1_max value: 20.204460967432645 - type: nauc_recall_at_1_std value: -23.07894656629493 - type: nauc_recall_at_20_diff1 value: 48.28076011857885 - type: nauc_recall_at_20_max value: 63.29641555519295 - type: nauc_recall_at_20_std value: -32.953559708819405 - type: nauc_recall_at_3_diff1 value: 58.15516956312558 - type: nauc_recall_at_3_max value: 42.66315890283056 - type: nauc_recall_at_3_std value: -32.16572530544806 - type: nauc_recall_at_5_diff1 value: 55.900844052439766 - type: nauc_recall_at_5_max value: 55.23702018862884 - type: nauc_recall_at_5_std value: -30.105929528165 - type: ndcg_at_1 value: 77.676 - type: ndcg_at_10 value: 84.552 - type: ndcg_at_100 value: 86.232 - type: ndcg_at_1000 value: 86.33800000000001 - type: ndcg_at_20 value: 85.515 - type: ndcg_at_3 value: 81.112 - type: ndcg_at_5 value: 82.943 - type: precision_at_1 value: 77.676 - type: precision_at_10 value: 15.17 - type: precision_at_100 value: 1.6230000000000002 - type: precision_at_1000 value: 0.163 - type: precision_at_20 value: 7.858999999999999 - type: precision_at_3 value: 42.994 - type: precision_at_5 value: 28.747 - type: recall_at_1 value: 59.023 - type: recall_at_10 value: 92.465 - type: recall_at_100 value: 99.18400000000001 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 95.844 - type: recall_at_3 value: 81.826 - type: recall_at_5 value: 88.22 task: type: Retrieval - dataset: config: deu-eng name: MTEB XPQARetrieval (deu-eng) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 82.149 - type: map_at_1 value: 56.277 - type: map_at_10 value: 78.36999999999999 - type: map_at_100 value: 78.94 - type: map_at_1000 value: 78.95 - type: map_at_20 value: 78.818 - type: map_at_3 value: 74.25 - type: map_at_5 value: 77.11099999999999 - type: mrr_at_1 value: 74.28198433420366 - type: mrr_at_10 value: 80.57487877657589 - type: mrr_at_100 value: 80.94025764149008 - type: mrr_at_1000 value: 80.94608738871234 - type: mrr_at_20 value: 80.86240675885023 - type: mrr_at_3 value: 79.4604003481288 - type: mrr_at_5 value: 80.10008703220191 - type: nauc_map_at_1000_diff1 value: 60.44369249057189 - type: nauc_map_at_1000_max value: 49.822240441830246 - type: nauc_map_at_1000_std value: -27.34026380762817 - type: nauc_map_at_100_diff1 value: 60.44635668050401 - type: nauc_map_at_100_max value: 49.838675926660684 - type: nauc_map_at_100_std value: -27.310365556055583 - type: nauc_map_at_10_diff1 value: 60.18546951726522 - type: nauc_map_at_10_max value: 49.72075398096832 - type: nauc_map_at_10_std value: -27.86056102461558 - type: nauc_map_at_1_diff1 value: 71.2906657099758 - type: nauc_map_at_1_max value: 18.970399251589 - type: nauc_map_at_1_std value: -27.260776614286602 - type: nauc_map_at_20_diff1 value: 60.3525975566164 - type: nauc_map_at_20_max value: 49.852487866710646 - type: nauc_map_at_20_std value: -27.305173830170332 - type: nauc_map_at_3_diff1 value: 60.66803500571236 - type: nauc_map_at_3_max value: 41.18191941521972 - type: nauc_map_at_3_std value: -28.71383593401732 - type: nauc_map_at_5_diff1 value: 60.57216514504887 - type: nauc_map_at_5_max value: 47.99837400446299 - type: nauc_map_at_5_std value: -28.756183015949986 - type: nauc_mrr_at_1000_diff1 value: 63.77031955602516 - type: nauc_mrr_at_1000_max value: 54.26907383811417 - type: nauc_mrr_at_1000_std value: -26.227442087164714 - type: nauc_mrr_at_100_diff1 value: 63.77196650108669 - type: nauc_mrr_at_100_max value: 54.281801457913126 - type: nauc_mrr_at_100_std value: -26.216077891830793 - type: nauc_mrr_at_10_diff1 value: 63.50095284903051 - type: nauc_mrr_at_10_max value: 54.3186301730016 - type: nauc_mrr_at_10_std value: -26.29570241722173 - type: nauc_mrr_at_1_diff1 value: 65.15855770999057 - type: nauc_mrr_at_1_max value: 53.213286738515066 - type: nauc_mrr_at_1_std value: -24.683178252901943 - type: nauc_mrr_at_20_diff1 value: 63.74936550280859 - type: nauc_mrr_at_20_max value: 54.355343751439065 - type: nauc_mrr_at_20_std value: -26.197316900009817 - type: nauc_mrr_at_3_diff1 value: 63.912612979082695 - type: nauc_mrr_at_3_max value: 53.75399024225975 - type: nauc_mrr_at_3_std value: -27.194143264554675 - type: nauc_mrr_at_5_diff1 value: 63.72491059053639 - type: nauc_mrr_at_5_max value: 53.66107604019352 - type: nauc_mrr_at_5_std value: -26.92281560584754 - type: nauc_ndcg_at_1000_diff1 value: 61.304218998714354 - type: nauc_ndcg_at_1000_max value: 52.409135743660386 - type: nauc_ndcg_at_1000_std value: -26.539796489464056 - type: nauc_ndcg_at_100_diff1 value: 61.40355045085304 - type: nauc_ndcg_at_100_max value: 52.79402259608008 - type: nauc_ndcg_at_100_std value: -25.927273456979965 - type: nauc_ndcg_at_10_diff1 value: 59.93675608684116 - type: nauc_ndcg_at_10_max value: 52.617848197542706 - type: nauc_ndcg_at_10_std value: -27.314820020095887 - type: nauc_ndcg_at_1_diff1 value: 65.15855770999057 - type: nauc_ndcg_at_1_max value: 53.213286738515066 - type: nauc_ndcg_at_1_std value: -24.683178252901943 - type: nauc_ndcg_at_20_diff1 value: 60.85093704358376 - type: nauc_ndcg_at_20_max value: 53.14529242671602 - type: nauc_ndcg_at_20_std value: -25.93187916231906 - type: nauc_ndcg_at_3_diff1 value: 60.42301123518882 - type: nauc_ndcg_at_3_max value: 49.59021992975956 - type: nauc_ndcg_at_3_std value: -27.397117967810363 - type: nauc_ndcg_at_5_diff1 value: 60.78655153154219 - type: nauc_ndcg_at_5_max value: 49.54194799556953 - type: nauc_ndcg_at_5_std value: -29.467910172913413 - type: nauc_precision_at_1000_diff1 value: -34.35027108027456 - type: nauc_precision_at_1000_max value: 23.762671066858815 - type: nauc_precision_at_1000_std value: 16.1704780298982 - type: nauc_precision_at_100_diff1 value: -32.66610016754961 - type: nauc_precision_at_100_max value: 25.504044603109588 - type: nauc_precision_at_100_std value: 16.932402988816786 - type: nauc_precision_at_10_diff1 value: -25.720903145017342 - type: nauc_precision_at_10_max value: 30.37029690599926 - type: nauc_precision_at_10_std value: 10.560753160200314 - type: nauc_precision_at_1_diff1 value: 65.15855770999057 - type: nauc_precision_at_1_max value: 53.213286738515066 - type: nauc_precision_at_1_std value: -24.683178252901943 - type: nauc_precision_at_20_diff1 value: -29.577582332619084 - type: nauc_precision_at_20_max value: 27.984145595920417 - type: nauc_precision_at_20_std value: 15.083711704044727 - type: nauc_precision_at_3_diff1 value: -14.736267532892697 - type: nauc_precision_at_3_max value: 36.12211021824307 - type: nauc_precision_at_3_std value: 3.068643876519412 - type: nauc_precision_at_5_diff1 value: -19.846707283120825 - type: nauc_precision_at_5_max value: 33.573804532177896 - type: nauc_precision_at_5_std value: 5.700545622744924 - type: nauc_recall_at_1000_diff1 value: .nan - type: nauc_recall_at_1000_max value: .nan - type: nauc_recall_at_1000_std value: .nan - type: nauc_recall_at_100_diff1 value: 68.24749796604452 - type: nauc_recall_at_100_max value: 83.30024864929815 - type: nauc_recall_at_100_std value: 21.23763053711522 - type: nauc_recall_at_10_diff1 value: 50.704049683241436 - type: nauc_recall_at_10_max value: 57.64578984555556 - type: nauc_recall_at_10_std value: -26.632759037746073 - type: nauc_recall_at_1_diff1 value: 71.2906657099758 - type: nauc_recall_at_1_max value: 18.970399251589 - type: nauc_recall_at_1_std value: -27.260776614286602 - type: nauc_recall_at_20_diff1 value: 54.124480837579505 - type: nauc_recall_at_20_max value: 66.4641515433479 - type: nauc_recall_at_20_std value: -14.615911455379393 - type: nauc_recall_at_3_diff1 value: 56.54358788321059 - type: nauc_recall_at_3_max value: 37.765735322465744 - type: nauc_recall_at_3_std value: -30.824147408598574 - type: nauc_recall_at_5_diff1 value: 56.392894535029214 - type: nauc_recall_at_5_max value: 45.959268387521554 - type: nauc_recall_at_5_std value: -33.58175576925282 - type: ndcg_at_1 value: 74.28200000000001 - type: ndcg_at_10 value: 82.149 - type: ndcg_at_100 value: 84.129 - type: ndcg_at_1000 value: 84.307 - type: ndcg_at_20 value: 83.39999999999999 - type: ndcg_at_3 value: 78.583 - type: ndcg_at_5 value: 80.13900000000001 - type: precision_at_1 value: 74.28200000000001 - type: precision_at_10 value: 14.960999999999999 - type: precision_at_100 value: 1.6119999999999999 - type: precision_at_1000 value: 0.163 - type: precision_at_20 value: 7.813000000000001 - type: precision_at_3 value: 41.819 - type: precision_at_5 value: 27.911 - type: recall_at_1 value: 56.277 - type: recall_at_10 value: 90.729 - type: recall_at_100 value: 98.792 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 95.148 - type: recall_at_3 value: 79.989 - type: recall_at_5 value: 85.603 task: type: Retrieval - dataset: config: eng-deu name: MTEB XPQARetrieval (eng-deu) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 60.428000000000004 - type: map_at_1 value: 33.453 - type: map_at_10 value: 54.217000000000006 - type: map_at_100 value: 55.832 - type: map_at_1000 value: 55.884 - type: map_at_20 value: 55.236 - type: map_at_3 value: 48.302 - type: map_at_5 value: 51.902 - type: mrr_at_1 value: 53.916449086161876 - type: mrr_at_10 value: 61.4685647975465 - type: mrr_at_100 value: 62.13718159287348 - type: mrr_at_1000 value: 62.15799113826325 - type: mrr_at_20 value: 61.885388764243544 - type: mrr_at_3 value: 59.44299390774582 - type: mrr_at_5 value: 60.26544821583981 - type: nauc_map_at_1000_diff1 value: 39.824412602121804 - type: nauc_map_at_1000_max value: 39.49332709959374 - type: nauc_map_at_1000_std value: -17.27462623749702 - type: nauc_map_at_100_diff1 value: 39.80528910003463 - type: nauc_map_at_100_max value: 39.51471609156093 - type: nauc_map_at_100_std value: -17.275536933094937 - type: nauc_map_at_10_diff1 value: 39.28558292349772 - type: nauc_map_at_10_max value: 38.13220294838968 - type: nauc_map_at_10_std value: -18.235985574392863 - type: nauc_map_at_1_diff1 value: 43.68892397816937 - type: nauc_map_at_1_max value: 14.478978190224353 - type: nauc_map_at_1_std value: -18.435031919225477 - type: nauc_map_at_20_diff1 value: 39.8733530971344 - type: nauc_map_at_20_max value: 39.30513202591992 - type: nauc_map_at_20_std value: -17.62362848144766 - type: nauc_map_at_3_diff1 value: 40.31116611188815 - type: nauc_map_at_3_max value: 31.107314675202165 - type: nauc_map_at_3_std value: -19.52930881946966 - type: nauc_map_at_5_diff1 value: 39.1241499095765 - type: nauc_map_at_5_max value: 37.330543901034055 - type: nauc_map_at_5_std value: -17.893862772447548 - type: nauc_mrr_at_1000_diff1 value: 43.07490530140024 - type: nauc_mrr_at_1000_max value: 42.28469195779226 - type: nauc_mrr_at_1000_std value: -15.583217110180737 - type: nauc_mrr_at_100_diff1 value: 43.068836494603886 - type: nauc_mrr_at_100_max value: 42.29612450479168 - type: nauc_mrr_at_100_std value: -15.57218089438229 - type: nauc_mrr_at_10_diff1 value: 42.88685919151777 - type: nauc_mrr_at_10_max value: 41.89944452003811 - type: nauc_mrr_at_10_std value: -15.909673572763165 - type: nauc_mrr_at_1_diff1 value: 45.67646898532131 - type: nauc_mrr_at_1_max value: 43.0541870425035 - type: nauc_mrr_at_1_std value: -15.597124291613563 - type: nauc_mrr_at_20_diff1 value: 43.14141873150977 - type: nauc_mrr_at_20_max value: 42.33063543184022 - type: nauc_mrr_at_20_std value: -15.607612016107304 - type: nauc_mrr_at_3_diff1 value: 43.18370928261982 - type: nauc_mrr_at_3_max value: 42.18529980773961 - type: nauc_mrr_at_3_std value: -15.900151400673629 - type: nauc_mrr_at_5_diff1 value: 42.43443044877765 - type: nauc_mrr_at_5_max value: 42.05818605278972 - type: nauc_mrr_at_5_std value: -15.436502733299893 - type: nauc_ndcg_at_1000_diff1 value: 40.60606676178781 - type: nauc_ndcg_at_1000_max value: 41.71923393878376 - type: nauc_ndcg_at_1000_std value: -15.694740326899556 - type: nauc_ndcg_at_100_diff1 value: 40.15270376312309 - type: nauc_ndcg_at_100_max value: 42.234126305709225 - type: nauc_ndcg_at_100_std value: -15.436051984708952 - type: nauc_ndcg_at_10_diff1 value: 39.142259831299455 - type: nauc_ndcg_at_10_max value: 38.61470104273746 - type: nauc_ndcg_at_10_std value: -18.577452829132742 - type: nauc_ndcg_at_1_diff1 value: 45.67646898532131 - type: nauc_ndcg_at_1_max value: 43.0541870425035 - type: nauc_ndcg_at_1_std value: -15.597124291613563 - type: nauc_ndcg_at_20_diff1 value: 40.805159395901306 - type: nauc_ndcg_at_20_max value: 41.58685629374952 - type: nauc_ndcg_at_20_std value: -16.862408156222592 - type: nauc_ndcg_at_3_diff1 value: 39.12028215488432 - type: nauc_ndcg_at_3_max value: 39.70580596343164 - type: nauc_ndcg_at_3_std value: -16.705546903936213 - type: nauc_ndcg_at_5_diff1 value: 38.42075404927361 - type: nauc_ndcg_at_5_max value: 38.064219879504385 - type: nauc_ndcg_at_5_std value: -17.20282111665876 - type: nauc_precision_at_1000_diff1 value: -4.419224540552891 - type: nauc_precision_at_1000_max value: 35.686022591225246 - type: nauc_precision_at_1000_std value: 15.023520191032972 - type: nauc_precision_at_100_diff1 value: -2.9027602601603895 - type: nauc_precision_at_100_max value: 39.99864013028808 - type: nauc_precision_at_100_std value: 13.863497117255525 - type: nauc_precision_at_10_diff1 value: 5.539104839809501 - type: nauc_precision_at_10_max value: 42.41625740557432 - type: nauc_precision_at_10_std value: 1.0894693748662556 - type: nauc_precision_at_1_diff1 value: 45.67646898532131 - type: nauc_precision_at_1_max value: 43.0541870425035 - type: nauc_precision_at_1_std value: -15.597124291613563 - type: nauc_precision_at_20_diff1 value: 4.734562571681868 - type: nauc_precision_at_20_max value: 44.35081213316202 - type: nauc_precision_at_20_std value: 6.642891478284595 - type: nauc_precision_at_3_diff1 value: 13.936559341472101 - type: nauc_precision_at_3_max value: 45.426668552497524 - type: nauc_precision_at_3_std value: -5.219785419247125 - type: nauc_precision_at_5_diff1 value: 8.366706789546015 - type: nauc_precision_at_5_max value: 46.161942989326896 - type: nauc_precision_at_5_std value: -0.193140343545876 - type: nauc_recall_at_1000_diff1 value: 45.61785312444842 - type: nauc_recall_at_1000_max value: 75.68258976531774 - type: nauc_recall_at_1000_std value: 37.469059422121575 - type: nauc_recall_at_100_diff1 value: 26.798748531805096 - type: nauc_recall_at_100_max value: 54.72134095197765 - type: nauc_recall_at_100_std value: -1.5967608233799417 - type: nauc_recall_at_10_diff1 value: 32.13211696200521 - type: nauc_recall_at_10_max value: 31.13866254975895 - type: nauc_recall_at_10_std value: -22.31404161136118 - type: nauc_recall_at_1_diff1 value: 43.68892397816937 - type: nauc_recall_at_1_max value: 14.478978190224353 - type: nauc_recall_at_1_std value: -18.435031919225477 - type: nauc_recall_at_20_diff1 value: 38.597996930461385 - type: nauc_recall_at_20_max value: 42.49849027366794 - type: nauc_recall_at_20_std value: -16.536471900752154 - type: nauc_recall_at_3_diff1 value: 35.343730012759266 - type: nauc_recall_at_3_max value: 26.898722085043392 - type: nauc_recall_at_3_std value: -19.4459792273884 - type: nauc_recall_at_5_diff1 value: 31.8310298012186 - type: nauc_recall_at_5_max value: 32.67800489655844 - type: nauc_recall_at_5_std value: -16.800929103347283 - type: ndcg_at_1 value: 53.916 - type: ndcg_at_10 value: 60.428000000000004 - type: ndcg_at_100 value: 65.95 - type: ndcg_at_1000 value: 66.88 - type: ndcg_at_20 value: 62.989 - type: ndcg_at_3 value: 55.204 - type: ndcg_at_5 value: 56.42700000000001 - type: precision_at_1 value: 53.916 - type: precision_at_10 value: 14.346999999999998 - type: precision_at_100 value: 1.849 - type: precision_at_1000 value: 0.196 - type: precision_at_20 value: 8.022 - type: precision_at_3 value: 34.552 - type: precision_at_5 value: 24.569 - type: recall_at_1 value: 33.453 - type: recall_at_10 value: 71.07900000000001 - type: recall_at_100 value: 93.207 - type: recall_at_1000 value: 99.60799999999999 - type: recall_at_20 value: 79.482 - type: recall_at_3 value: 53.98 - type: recall_at_5 value: 60.781 task: type: Retrieval - dataset: config: eng-pol name: MTEB XPQARetrieval (eng-pol) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 34.042 - type: map_at_1 value: 13.236 - type: map_at_10 value: 27.839999999999996 - type: map_at_100 value: 30.171999999999997 - type: map_at_1000 value: 30.349999999999998 - type: map_at_20 value: 29.044999999999998 - type: map_at_3 value: 22.58 - type: map_at_5 value: 25.83 - type: mrr_at_1 value: 30.318471337579616 - type: mrr_at_10 value: 37.4983823678091 - type: mrr_at_100 value: 38.5784523175009 - type: mrr_at_1000 value: 38.63608698968148 - type: mrr_at_20 value: 38.02996157871825 - type: mrr_at_3 value: 34.798301486199584 - type: mrr_at_5 value: 36.39702760084925 - type: nauc_map_at_1000_diff1 value: 21.07199789609177 - type: nauc_map_at_1000_max value: 25.959233507893277 - type: nauc_map_at_1000_std value: -28.011925372852826 - type: nauc_map_at_100_diff1 value: 21.086788412737548 - type: nauc_map_at_100_max value: 25.8611620203686 - type: nauc_map_at_100_std value: -28.179239912057515 - type: nauc_map_at_10_diff1 value: 21.23841745922078 - type: nauc_map_at_10_max value: 25.44290342378288 - type: nauc_map_at_10_std value: -28.75578689110275 - type: nauc_map_at_1_diff1 value: 28.87454015638211 - type: nauc_map_at_1_max value: 17.50681123879997 - type: nauc_map_at_1_std value: -30.382831850562432 - type: nauc_map_at_20_diff1 value: 21.076559713540455 - type: nauc_map_at_20_max value: 25.538154202494535 - type: nauc_map_at_20_std value: -28.518764617658555 - type: nauc_map_at_3_diff1 value: 22.159185358766468 - type: nauc_map_at_3_max value: 23.01652660927249 - type: nauc_map_at_3_std value: -29.567722713221862 - type: nauc_map_at_5_diff1 value: 21.35578810370897 - type: nauc_map_at_5_max value: 25.550550437767395 - type: nauc_map_at_5_std value: -28.7889035461355 - type: nauc_mrr_at_1000_diff1 value: 22.28633009221923 - type: nauc_mrr_at_1000_max value: 26.920205393136392 - type: nauc_mrr_at_1000_std value: -25.887791634977642 - type: nauc_mrr_at_100_diff1 value: 22.2754975739755 - type: nauc_mrr_at_100_max value: 26.90235716615346 - type: nauc_mrr_at_100_std value: -25.891596020584345 - type: nauc_mrr_at_10_diff1 value: 22.415076305593534 - type: nauc_mrr_at_10_max value: 26.504643796222222 - type: nauc_mrr_at_10_std value: -26.6046081215833 - type: nauc_mrr_at_1_diff1 value: 23.406748619244368 - type: nauc_mrr_at_1_max value: 29.058228240823553 - type: nauc_mrr_at_1_std value: -26.450169820901078 - type: nauc_mrr_at_20_diff1 value: 22.29233141817678 - type: nauc_mrr_at_20_max value: 26.69021351064081 - type: nauc_mrr_at_20_std value: -26.086596227376656 - type: nauc_mrr_at_3_diff1 value: 22.20746187500145 - type: nauc_mrr_at_3_max value: 27.143725946169457 - type: nauc_mrr_at_3_std value: -26.7017708594376 - type: nauc_mrr_at_5_diff1 value: 22.71898965233195 - type: nauc_mrr_at_5_max value: 26.932386658571662 - type: nauc_mrr_at_5_std value: -26.725541058780234 - type: nauc_ndcg_at_1000_diff1 value: 20.541734305148466 - type: nauc_ndcg_at_1000_max value: 27.180534238090758 - type: nauc_ndcg_at_1000_std value: -23.74197745177845 - type: nauc_ndcg_at_100_diff1 value: 20.570052839937468 - type: nauc_ndcg_at_100_max value: 26.21605034405486 - type: nauc_ndcg_at_100_std value: -25.359817188805028 - type: nauc_ndcg_at_10_diff1 value: 21.241423075073467 - type: nauc_ndcg_at_10_max value: 24.599199195239475 - type: nauc_ndcg_at_10_std value: -28.404540333309008 - type: nauc_ndcg_at_1_diff1 value: 23.406748619244368 - type: nauc_ndcg_at_1_max value: 29.058228240823553 - type: nauc_ndcg_at_1_std value: -26.450169820901078 - type: nauc_ndcg_at_20_diff1 value: 20.740460046196873 - type: nauc_ndcg_at_20_max value: 24.82380195169634 - type: nauc_ndcg_at_20_std value: -27.376298834244313 - type: nauc_ndcg_at_3_diff1 value: 19.994948682426504 - type: nauc_ndcg_at_3_max value: 26.153790759405105 - type: nauc_ndcg_at_3_std value: -27.194548404540885 - type: nauc_ndcg_at_5_diff1 value: 21.48414272096384 - type: nauc_ndcg_at_5_max value: 25.239652015076373 - type: nauc_ndcg_at_5_std value: -28.2620160957961 - type: nauc_precision_at_1000_diff1 value: -0.7557639926687744 - type: nauc_precision_at_1000_max value: 24.265591636994436 - type: nauc_precision_at_1000_std value: 16.833104654292654 - type: nauc_precision_at_100_diff1 value: 4.647847665941115 - type: nauc_precision_at_100_max value: 24.42192644844434 - type: nauc_precision_at_100_std value: 0.2718848568876648 - type: nauc_precision_at_10_diff1 value: 9.465969286722654 - type: nauc_precision_at_10_max value: 27.448993150448043 - type: nauc_precision_at_10_std value: -16.519099596502212 - type: nauc_precision_at_1_diff1 value: 23.406748619244368 - type: nauc_precision_at_1_max value: 29.058228240823553 - type: nauc_precision_at_1_std value: -26.450169820901078 - type: nauc_precision_at_20_diff1 value: 8.021421615668114 - type: nauc_precision_at_20_max value: 26.18556481398635 - type: nauc_precision_at_20_std value: -12.207152108668367 - type: nauc_precision_at_3_diff1 value: 11.783572803634241 - type: nauc_precision_at_3_max value: 29.259715774978893 - type: nauc_precision_at_3_std value: -20.407524967717425 - type: nauc_precision_at_5_diff1 value: 10.371728615220821 - type: nauc_precision_at_5_max value: 30.270642833482864 - type: nauc_precision_at_5_std value: -18.407334880575494 - type: nauc_recall_at_1000_diff1 value: 6.008969959111555 - type: nauc_recall_at_1000_max value: 39.79691734058127 - type: nauc_recall_at_1000_std value: 32.43591825510109 - type: nauc_recall_at_100_diff1 value: 15.2374566058917 - type: nauc_recall_at_100_max value: 23.058785539503717 - type: nauc_recall_at_100_std value: -15.962888794058165 - type: nauc_recall_at_10_diff1 value: 19.46184821807753 - type: nauc_recall_at_10_max value: 19.001003513986866 - type: nauc_recall_at_10_std value: -27.753332786663876 - type: nauc_recall_at_1_diff1 value: 28.87454015638211 - type: nauc_recall_at_1_max value: 17.50681123879997 - type: nauc_recall_at_1_std value: -30.382831850562432 - type: nauc_recall_at_20_diff1 value: 17.237090858517405 - type: nauc_recall_at_20_max value: 18.42118474134871 - type: nauc_recall_at_20_std value: -24.862787724031957 - type: nauc_recall_at_3_diff1 value: 18.813019521758577 - type: nauc_recall_at_3_max value: 19.198572333053544 - type: nauc_recall_at_3_std value: -28.5644958605618 - type: nauc_recall_at_5_diff1 value: 20.247501986329482 - type: nauc_recall_at_5_max value: 21.121526202170358 - type: nauc_recall_at_5_std value: -27.220378617864853 - type: ndcg_at_1 value: 30.318 - type: ndcg_at_10 value: 34.042 - type: ndcg_at_100 value: 42.733 - type: ndcg_at_1000 value: 46.015 - type: ndcg_at_20 value: 37.053999999999995 - type: ndcg_at_3 value: 29.254 - type: ndcg_at_5 value: 30.514000000000003 - type: precision_at_1 value: 30.318 - type: precision_at_10 value: 10.981 - type: precision_at_100 value: 1.889 - type: precision_at_1000 value: 0.234 - type: precision_at_20 value: 6.643000000000001 - type: precision_at_3 value: 22.166 - type: precision_at_5 value: 17.477999999999998 - type: recall_at_1 value: 13.236 - type: recall_at_10 value: 41.461 - type: recall_at_100 value: 75.008 - type: recall_at_1000 value: 96.775 - type: recall_at_20 value: 50.754 - type: recall_at_3 value: 26.081 - type: recall_at_5 value: 33.168 task: type: Retrieval - dataset: config: eng-cmn name: MTEB XPQARetrieval (eng-cmn) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 37.504 - type: map_at_1 value: 16.019 - type: map_at_10 value: 30.794 - type: map_at_100 value: 33.157 - type: map_at_1000 value: 33.324999999999996 - type: map_at_20 value: 32.161 - type: map_at_3 value: 25.372 - type: map_at_5 value: 28.246 - type: mrr_at_1 value: 30.461165048543688 - type: mrr_at_10 value: 39.393107566651224 - type: mrr_at_100 value: 40.570039540602295 - type: mrr_at_1000 value: 40.6306116407744 - type: mrr_at_20 value: 40.09428159978876 - type: mrr_at_3 value: 37.176375404530745 - type: mrr_at_5 value: 38.09870550161812 - type: nauc_map_at_1000_diff1 value: 30.82306881892873 - type: nauc_map_at_1000_max value: 5.877636000666466 - type: nauc_map_at_1000_std value: -30.7140513386797 - type: nauc_map_at_100_diff1 value: 30.85192449151961 - type: nauc_map_at_100_max value: 5.809195131550909 - type: nauc_map_at_100_std value: -30.838556702972063 - type: nauc_map_at_10_diff1 value: 30.50359163635058 - type: nauc_map_at_10_max value: 6.373491595869303 - type: nauc_map_at_10_std value: -29.89368007827676 - type: nauc_map_at_1_diff1 value: 38.60240510083884 - type: nauc_map_at_1_max value: 10.407392664609139 - type: nauc_map_at_1_std value: -17.76327278732833 - type: nauc_map_at_20_diff1 value: 30.897489125753598 - type: nauc_map_at_20_max value: 5.9303381898248 - type: nauc_map_at_20_std value: -30.863345188760515 - type: nauc_map_at_3_diff1 value: 32.8150951852729 - type: nauc_map_at_3_max value: 7.671931402215177 - type: nauc_map_at_3_std value: -25.654809758216533 - type: nauc_map_at_5_diff1 value: 31.19558194781019 - type: nauc_map_at_5_max value: 6.426885613116939 - type: nauc_map_at_5_std value: -28.609027858850016 - type: nauc_mrr_at_1000_diff1 value: 30.7596332048733 - type: nauc_mrr_at_1000_max value: 1.1970748115580212 - type: nauc_mrr_at_1000_std value: -34.647570668150216 - type: nauc_mrr_at_100_diff1 value: 30.74693370788581 - type: nauc_mrr_at_100_max value: 1.1673272262754841 - type: nauc_mrr_at_100_std value: -34.67761028542745 - type: nauc_mrr_at_10_diff1 value: 30.537820575183076 - type: nauc_mrr_at_10_max value: 1.0261868725502707 - type: nauc_mrr_at_10_std value: -34.999990560631204 - type: nauc_mrr_at_1_diff1 value: 35.51868580113285 - type: nauc_mrr_at_1_max value: 5.117103773147307 - type: nauc_mrr_at_1_std value: -30.633913466736956 - type: nauc_mrr_at_20_diff1 value: 30.67318175430903 - type: nauc_mrr_at_20_max value: 1.0979983974981327 - type: nauc_mrr_at_20_std value: -34.8388339739997 - type: nauc_mrr_at_3_diff1 value: 30.884642006045702 - type: nauc_mrr_at_3_max value: 1.7970996544095983 - type: nauc_mrr_at_3_std value: -34.290172894906085 - type: nauc_mrr_at_5_diff1 value: 30.89687518368571 - type: nauc_mrr_at_5_max value: 1.2123714988495347 - type: nauc_mrr_at_5_std value: -35.01704580471926 - type: nauc_ndcg_at_1000_diff1 value: 29.214476799077342 - type: nauc_ndcg_at_1000_max value: 3.6379035546112872 - type: nauc_ndcg_at_1000_std value: -32.35757522049194 - type: nauc_ndcg_at_100_diff1 value: 29.130004541376298 - type: nauc_ndcg_at_100_max value: 2.9580589185293045 - type: nauc_ndcg_at_100_std value: -33.26884643871724 - type: nauc_ndcg_at_10_diff1 value: 28.521001084366393 - type: nauc_ndcg_at_10_max value: 3.630223957267483 - type: nauc_ndcg_at_10_std value: -33.14524140940815 - type: nauc_ndcg_at_1_diff1 value: 35.51868580113285 - type: nauc_ndcg_at_1_max value: 5.117103773147307 - type: nauc_ndcg_at_1_std value: -30.633913466736956 - type: nauc_ndcg_at_20_diff1 value: 29.194462756848782 - type: nauc_ndcg_at_20_max value: 2.61162903136461 - type: nauc_ndcg_at_20_std value: -34.59161403211834 - type: nauc_ndcg_at_3_diff1 value: 30.183555327135203 - type: nauc_ndcg_at_3_max value: 5.61949040917093 - type: nauc_ndcg_at_3_std value: -30.350117794058175 - type: nauc_ndcg_at_5_diff1 value: 29.74420394139971 - type: nauc_ndcg_at_5_max value: 3.952183813937688 - type: nauc_ndcg_at_5_std value: -31.807833795302038 - type: nauc_precision_at_1000_diff1 value: -5.467049121617333 - type: nauc_precision_at_1000_max value: -3.993986884198271 - type: nauc_precision_at_1000_std value: -13.703967324212224 - type: nauc_precision_at_100_diff1 value: 1.5585428307943647 - type: nauc_precision_at_100_max value: -4.250455723613214 - type: nauc_precision_at_100_std value: -22.294689856776493 - type: nauc_precision_at_10_diff1 value: 11.076036917255259 - type: nauc_precision_at_10_max value: -1.5859394644365377 - type: nauc_precision_at_10_std value: -34.94912594413202 - type: nauc_precision_at_1_diff1 value: 35.51868580113285 - type: nauc_precision_at_1_max value: 5.117103773147307 - type: nauc_precision_at_1_std value: -30.633913466736956 - type: nauc_precision_at_20_diff1 value: 9.311484455773828 - type: nauc_precision_at_20_max value: -3.678383428592432 - type: nauc_precision_at_20_std value: -33.700002761401635 - type: nauc_precision_at_3_diff1 value: 19.2787260874381 - type: nauc_precision_at_3_max value: 0.18292109396940018 - type: nauc_precision_at_3_std value: -35.23939824276542 - type: nauc_precision_at_5_diff1 value: 14.97930592298584 - type: nauc_precision_at_5_max value: -1.63540635880963 - type: nauc_precision_at_5_std value: -35.908283558321315 - type: nauc_recall_at_1000_diff1 value: 26.63056473607804 - type: nauc_recall_at_1000_max value: 62.7304558520689 - type: nauc_recall_at_1000_std value: 58.12421701377561 - type: nauc_recall_at_100_diff1 value: 21.42127379898579 - type: nauc_recall_at_100_max value: 1.4748203516921914 - type: nauc_recall_at_100_std value: -27.56467339041136 - type: nauc_recall_at_10_diff1 value: 21.20479652609812 - type: nauc_recall_at_10_max value: 1.7394881489709888 - type: nauc_recall_at_10_std value: -32.15116902585072 - type: nauc_recall_at_1_diff1 value: 38.60240510083884 - type: nauc_recall_at_1_max value: 10.407392664609139 - type: nauc_recall_at_1_std value: -17.76327278732833 - type: nauc_recall_at_20_diff1 value: 23.049652721582632 - type: nauc_recall_at_20_max value: -1.7715787106286838 - type: nauc_recall_at_20_std value: -36.14203686002867 - type: nauc_recall_at_3_diff1 value: 26.522179829461873 - type: nauc_recall_at_3_max value: 6.078208732431124 - type: nauc_recall_at_3_std value: -25.02625711226274 - type: nauc_recall_at_5_diff1 value: 24.19538553561693 - type: nauc_recall_at_5_max value: 2.4963810785503524 - type: nauc_recall_at_5_std value: -30.449635496921257 - type: ndcg_at_1 value: 30.461 - type: ndcg_at_10 value: 37.504 - type: ndcg_at_100 value: 46.156000000000006 - type: ndcg_at_1000 value: 48.985 - type: ndcg_at_20 value: 41.025 - type: ndcg_at_3 value: 32.165 - type: ndcg_at_5 value: 33.072 - type: precision_at_1 value: 30.461 - type: precision_at_10 value: 11.032 - type: precision_at_100 value: 1.8870000000000002 - type: precision_at_1000 value: 0.22499999999999998 - type: precision_at_20 value: 6.833 - type: precision_at_3 value: 22.532 - type: precision_at_5 value: 16.966 - type: recall_at_1 value: 16.019 - type: recall_at_10 value: 47.557 - type: recall_at_100 value: 80.376 - type: recall_at_1000 value: 98.904 - type: recall_at_20 value: 58.48100000000001 - type: recall_at_3 value: 30.682 - type: recall_at_5 value: 36.714999999999996 task: type: Retrieval - dataset: config: eng-spa name: MTEB XPQARetrieval (eng-spa) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 53.359 - type: map_at_1 value: 22.892000000000003 - type: map_at_10 value: 45.773 - type: map_at_100 value: 47.778999999999996 - type: map_at_1000 value: 47.882999999999996 - type: map_at_20 value: 46.869 - type: map_at_3 value: 37.643 - type: map_at_5 value: 43.120999999999995 - type: mrr_at_1 value: 47.28877679697352 - type: mrr_at_10 value: 56.95890630316857 - type: mrr_at_100 value: 57.71103367009639 - type: mrr_at_1000 value: 57.73661441948852 - type: mrr_at_20 value: 57.37701091311334 - type: mrr_at_3 value: 54.74989491382929 - type: mrr_at_5 value: 56.08659100462372 - type: nauc_map_at_1000_diff1 value: 27.8347129954991 - type: nauc_map_at_1000_max value: 38.04300600762859 - type: nauc_map_at_1000_std value: -18.294653328262868 - type: nauc_map_at_100_diff1 value: 27.818449297770858 - type: nauc_map_at_100_max value: 38.03533462156633 - type: nauc_map_at_100_std value: -18.332989980880644 - type: nauc_map_at_10_diff1 value: 27.520664180018358 - type: nauc_map_at_10_max value: 37.67109855753314 - type: nauc_map_at_10_std value: -18.496721673888683 - type: nauc_map_at_1_diff1 value: 37.56020148060502 - type: nauc_map_at_1_max value: 10.298394230150745 - type: nauc_map_at_1_std value: -20.41359936101547 - type: nauc_map_at_20_diff1 value: 27.615023038189722 - type: nauc_map_at_20_max value: 37.808525116320254 - type: nauc_map_at_20_std value: -18.49235775420803 - type: nauc_map_at_3_diff1 value: 30.797347567428424 - type: nauc_map_at_3_max value: 29.374407828869497 - type: nauc_map_at_3_std value: -19.75905772914969 - type: nauc_map_at_5_diff1 value: 28.431802888884803 - type: nauc_map_at_5_max value: 35.57723911610521 - type: nauc_map_at_5_std value: -19.093588845366824 - type: nauc_mrr_at_1000_diff1 value: 33.263611009054586 - type: nauc_mrr_at_1000_max value: 40.620639901613664 - type: nauc_mrr_at_1000_std value: -17.083016011032036 - type: nauc_mrr_at_100_diff1 value: 33.25375012559163 - type: nauc_mrr_at_100_max value: 40.62376205172005 - type: nauc_mrr_at_100_std value: -17.091930575226684 - type: nauc_mrr_at_10_diff1 value: 33.05787202690095 - type: nauc_mrr_at_10_max value: 40.4516362611674 - type: nauc_mrr_at_10_std value: -17.088910666499892 - type: nauc_mrr_at_1_diff1 value: 36.424151087824555 - type: nauc_mrr_at_1_max value: 40.955715626650445 - type: nauc_mrr_at_1_std value: -16.56636409111209 - type: nauc_mrr_at_20_diff1 value: 33.12029456858138 - type: nauc_mrr_at_20_max value: 40.56409347292635 - type: nauc_mrr_at_20_std value: -17.102034817242068 - type: nauc_mrr_at_3_diff1 value: 33.52377926814156 - type: nauc_mrr_at_3_max value: 40.824911575046876 - type: nauc_mrr_at_3_std value: -16.855935748811092 - type: nauc_mrr_at_5_diff1 value: 33.08646471768442 - type: nauc_mrr_at_5_max value: 40.59323589955881 - type: nauc_mrr_at_5_std value: -16.77829710500156 - type: nauc_ndcg_at_1000_diff1 value: 28.741186244590207 - type: nauc_ndcg_at_1000_max value: 40.0113825410539 - type: nauc_ndcg_at_1000_std value: -17.15655081742458 - type: nauc_ndcg_at_100_diff1 value: 28.680521359782972 - type: nauc_ndcg_at_100_max value: 39.94751899984445 - type: nauc_ndcg_at_100_std value: -17.82813814043932 - type: nauc_ndcg_at_10_diff1 value: 27.22858072673168 - type: nauc_ndcg_at_10_max value: 38.600188968554725 - type: nauc_ndcg_at_10_std value: -18.517203924893614 - type: nauc_ndcg_at_1_diff1 value: 36.424151087824555 - type: nauc_ndcg_at_1_max value: 40.955715626650445 - type: nauc_ndcg_at_1_std value: -16.56636409111209 - type: nauc_ndcg_at_20_diff1 value: 27.56875900623774 - type: nauc_ndcg_at_20_max value: 38.95264310199067 - type: nauc_ndcg_at_20_std value: -18.709973965688445 - type: nauc_ndcg_at_3_diff1 value: 28.682842749851574 - type: nauc_ndcg_at_3_max value: 38.361215408395964 - type: nauc_ndcg_at_3_std value: -16.800291231827515 - type: nauc_ndcg_at_5_diff1 value: 28.178239259093484 - type: nauc_ndcg_at_5_max value: 36.77096292606479 - type: nauc_ndcg_at_5_std value: -18.718861696641145 - type: nauc_precision_at_1000_diff1 value: -7.3686253252869305 - type: nauc_precision_at_1000_max value: 31.98896996987639 - type: nauc_precision_at_1000_std value: 13.125659676392267 - type: nauc_precision_at_100_diff1 value: -2.8239113056969156 - type: nauc_precision_at_100_max value: 36.95062472971812 - type: nauc_precision_at_100_std value: 7.230228733647562 - type: nauc_precision_at_10_diff1 value: 2.5515545798843555 - type: nauc_precision_at_10_max value: 45.46146019314904 - type: nauc_precision_at_10_std value: -1.3249340536211553 - type: nauc_precision_at_1_diff1 value: 36.424151087824555 - type: nauc_precision_at_1_max value: 40.955715626650445 - type: nauc_precision_at_1_std value: -16.56636409111209 - type: nauc_precision_at_20_diff1 value: 0.7202861770489576 - type: nauc_precision_at_20_max value: 41.9937596214609 - type: nauc_precision_at_20_std value: 0.2756400069730064 - type: nauc_precision_at_3_diff1 value: 12.89221206929447 - type: nauc_precision_at_3_max value: 48.57775126381142 - type: nauc_precision_at_3_std value: -8.042242254131068 - type: nauc_precision_at_5_diff1 value: 7.063616193387763 - type: nauc_precision_at_5_max value: 47.26496887331675 - type: nauc_precision_at_5_std value: -4.735805200913049 - type: nauc_recall_at_1000_diff1 value: 2.6650052980682224 - type: nauc_recall_at_1000_max value: 81.94826279951472 - type: nauc_recall_at_1000_std value: 48.46012388224573 - type: nauc_recall_at_100_diff1 value: 24.516371948375827 - type: nauc_recall_at_100_max value: 39.17639620389552 - type: nauc_recall_at_100_std value: -17.884197602579533 - type: nauc_recall_at_10_diff1 value: 19.93892097640112 - type: nauc_recall_at_10_max value: 33.079079440022106 - type: nauc_recall_at_10_std value: -20.22227622801884 - type: nauc_recall_at_1_diff1 value: 37.56020148060502 - type: nauc_recall_at_1_max value: 10.298394230150745 - type: nauc_recall_at_1_std value: -20.41359936101547 - type: nauc_recall_at_20_diff1 value: 20.363784035670633 - type: nauc_recall_at_20_max value: 33.39352971625336 - type: nauc_recall_at_20_std value: -21.712050932168875 - type: nauc_recall_at_3_diff1 value: 26.220072121604655 - type: nauc_recall_at_3_max value: 25.853218030218507 - type: nauc_recall_at_3_std value: -17.830613372910907 - type: nauc_recall_at_5_diff1 value: 22.25850162680252 - type: nauc_recall_at_5_max value: 30.89620539042785 - type: nauc_recall_at_5_std value: -19.16786434439169 - type: ndcg_at_1 value: 47.288999999999994 - type: ndcg_at_10 value: 53.359 - type: ndcg_at_100 value: 60.25899999999999 - type: ndcg_at_1000 value: 61.902 - type: ndcg_at_20 value: 56.025000000000006 - type: ndcg_at_3 value: 47.221999999999994 - type: ndcg_at_5 value: 49.333 - type: precision_at_1 value: 47.288999999999994 - type: precision_at_10 value: 16.003 - type: precision_at_100 value: 2.221 - type: precision_at_1000 value: 0.246 - type: precision_at_20 value: 8.985 - type: precision_at_3 value: 34.510000000000005 - type: precision_at_5 value: 26.961000000000002 - type: recall_at_1 value: 22.892000000000003 - type: recall_at_10 value: 62.928 - type: recall_at_100 value: 89.105 - type: recall_at_1000 value: 99.319 - type: recall_at_20 value: 71.387 - type: recall_at_3 value: 43.492999999999995 - type: recall_at_5 value: 53.529 task: type: Retrieval - dataset: config: eng-fra name: MTEB XPQARetrieval (eng-fra) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 54.888000000000005 - type: map_at_1 value: 26.079 - type: map_at_10 value: 47.434 - type: map_at_100 value: 49.376 - type: map_at_1000 value: 49.461 - type: map_at_20 value: 48.634 - type: map_at_3 value: 40.409 - type: map_at_5 value: 44.531 - type: mrr_at_1 value: 46.86248331108144 - type: mrr_at_10 value: 56.45506177548896 - type: mrr_at_100 value: 57.20360629445577 - type: mrr_at_1000 value: 57.227004696897986 - type: mrr_at_20 value: 56.905302765737865 - type: mrr_at_3 value: 54.09434801958164 - type: mrr_at_5 value: 55.40943480195811 - type: nauc_map_at_1000_diff1 value: 37.739936045535885 - type: nauc_map_at_1000_max value: 35.92625003516368 - type: nauc_map_at_1000_std value: -15.825119611638398 - type: nauc_map_at_100_diff1 value: 37.71697833661983 - type: nauc_map_at_100_max value: 35.91174068136317 - type: nauc_map_at_100_std value: -15.838841891589006 - type: nauc_map_at_10_diff1 value: 37.52309268219689 - type: nauc_map_at_10_max value: 35.4887130483351 - type: nauc_map_at_10_std value: -16.61132378136234 - type: nauc_map_at_1_diff1 value: 42.705087329207984 - type: nauc_map_at_1_max value: 12.047671550242974 - type: nauc_map_at_1_std value: -17.156030827065834 - type: nauc_map_at_20_diff1 value: 37.59446680137666 - type: nauc_map_at_20_max value: 35.80559546695052 - type: nauc_map_at_20_std value: -16.158338316249786 - type: nauc_map_at_3_diff1 value: 38.618415267131816 - type: nauc_map_at_3_max value: 27.030227996183925 - type: nauc_map_at_3_std value: -18.962500694157857 - type: nauc_map_at_5_diff1 value: 37.980845601534256 - type: nauc_map_at_5_max value: 32.82374761283266 - type: nauc_map_at_5_std value: -17.856875825229565 - type: nauc_mrr_at_1000_diff1 value: 40.26059509279346 - type: nauc_mrr_at_1000_max value: 39.28453752990871 - type: nauc_mrr_at_1000_std value: -13.306217279524212 - type: nauc_mrr_at_100_diff1 value: 40.23390833398881 - type: nauc_mrr_at_100_max value: 39.26041461025653 - type: nauc_mrr_at_100_std value: -13.317700798873153 - type: nauc_mrr_at_10_diff1 value: 40.163737640180145 - type: nauc_mrr_at_10_max value: 39.27138538165913 - type: nauc_mrr_at_10_std value: -13.472971360323038 - type: nauc_mrr_at_1_diff1 value: 42.95339241383707 - type: nauc_mrr_at_1_max value: 40.62982307619158 - type: nauc_mrr_at_1_std value: -10.429597045942748 - type: nauc_mrr_at_20_diff1 value: 40.23703505923782 - type: nauc_mrr_at_20_max value: 39.27051308063652 - type: nauc_mrr_at_20_std value: -13.390197643922038 - type: nauc_mrr_at_3_diff1 value: 40.5721313555661 - type: nauc_mrr_at_3_max value: 39.254774354468594 - type: nauc_mrr_at_3_std value: -13.773803807863827 - type: nauc_mrr_at_5_diff1 value: 40.41081287079734 - type: nauc_mrr_at_5_max value: 39.515241132077335 - type: nauc_mrr_at_5_std value: -13.306544090087336 - type: nauc_ndcg_at_1000_diff1 value: 38.04772268296103 - type: nauc_ndcg_at_1000_max value: 38.03364565521176 - type: nauc_ndcg_at_1000_std value: -14.203182726102263 - type: nauc_ndcg_at_100_diff1 value: 37.51752795463643 - type: nauc_ndcg_at_100_max value: 37.809671511710604 - type: nauc_ndcg_at_100_std value: -13.880578225081408 - type: nauc_ndcg_at_10_diff1 value: 36.78438984005559 - type: nauc_ndcg_at_10_max value: 36.98105155993232 - type: nauc_ndcg_at_10_std value: -16.886308645939113 - type: nauc_ndcg_at_1_diff1 value: 42.95339241383707 - type: nauc_ndcg_at_1_max value: 40.62982307619158 - type: nauc_ndcg_at_1_std value: -10.429597045942748 - type: nauc_ndcg_at_20_diff1 value: 36.94164323893683 - type: nauc_ndcg_at_20_max value: 37.333583379288285 - type: nauc_ndcg_at_20_std value: -15.853318071434716 - type: nauc_ndcg_at_3_diff1 value: 36.905604845477384 - type: nauc_ndcg_at_3_max value: 35.10252586688781 - type: nauc_ndcg_at_3_std value: -17.128435988977742 - type: nauc_ndcg_at_5_diff1 value: 37.96742463612705 - type: nauc_ndcg_at_5_max value: 34.65945109443365 - type: nauc_ndcg_at_5_std value: -17.916428667861183 - type: nauc_precision_at_1000_diff1 value: -3.740861894117653 - type: nauc_precision_at_1000_max value: 31.993854396874177 - type: nauc_precision_at_1000_std value: 17.445629474196448 - type: nauc_precision_at_100_diff1 value: -0.4825948747911606 - type: nauc_precision_at_100_max value: 35.834638448782954 - type: nauc_precision_at_100_std value: 16.82718796079511 - type: nauc_precision_at_10_diff1 value: 8.285949866268147 - type: nauc_precision_at_10_max value: 45.3292519726866 - type: nauc_precision_at_10_std value: 4.5574850748441555 - type: nauc_precision_at_1_diff1 value: 42.95339241383707 - type: nauc_precision_at_1_max value: 40.62982307619158 - type: nauc_precision_at_1_std value: -10.429597045942748 - type: nauc_precision_at_20_diff1 value: 4.890590733611442 - type: nauc_precision_at_20_max value: 41.83051757078859 - type: nauc_precision_at_20_std value: 9.197347125630467 - type: nauc_precision_at_3_diff1 value: 17.79940075411976 - type: nauc_precision_at_3_max value: 45.224103632426946 - type: nauc_precision_at_3_std value: -5.017203435609909 - type: nauc_precision_at_5_diff1 value: 13.548063145911929 - type: nauc_precision_at_5_max value: 46.84837547409909 - type: nauc_precision_at_5_std value: -0.8925939386354484 - type: nauc_recall_at_1000_diff1 value: 74.48441717138078 - type: nauc_recall_at_1000_max value: 74.66717137705027 - type: nauc_recall_at_1000_std value: 0.24030117471512125 - type: nauc_recall_at_100_diff1 value: 22.553777341988656 - type: nauc_recall_at_100_max value: 31.67861029246527 - type: nauc_recall_at_100_std value: 0.2707450517253687 - type: nauc_recall_at_10_diff1 value: 28.490866614443235 - type: nauc_recall_at_10_max value: 31.722970141434352 - type: nauc_recall_at_10_std value: -21.97893365028007 - type: nauc_recall_at_1_diff1 value: 42.705087329207984 - type: nauc_recall_at_1_max value: 12.047671550242974 - type: nauc_recall_at_1_std value: -17.156030827065834 - type: nauc_recall_at_20_diff1 value: 27.44043454173112 - type: nauc_recall_at_20_max value: 31.454281772040716 - type: nauc_recall_at_20_std value: -20.1735695305415 - type: nauc_recall_at_3_diff1 value: 34.08447534706394 - type: nauc_recall_at_3_max value: 21.793973773840865 - type: nauc_recall_at_3_std value: -22.753978372378906 - type: nauc_recall_at_5_diff1 value: 33.59686526199479 - type: nauc_recall_at_5_max value: 29.188889073761302 - type: nauc_recall_at_5_std value: -21.96156333744562 - type: ndcg_at_1 value: 46.861999999999995 - type: ndcg_at_10 value: 54.888000000000005 - type: ndcg_at_100 value: 61.477000000000004 - type: ndcg_at_1000 value: 62.768 - type: ndcg_at_20 value: 57.812 - type: ndcg_at_3 value: 48.721 - type: ndcg_at_5 value: 50.282000000000004 - type: precision_at_1 value: 46.861999999999995 - type: precision_at_10 value: 15.167 - type: precision_at_100 value: 2.072 - type: precision_at_1000 value: 0.22499999999999998 - type: precision_at_20 value: 8.672 - type: precision_at_3 value: 33.066 - type: precision_at_5 value: 24.726 - type: recall_at_1 value: 26.079 - type: recall_at_10 value: 66.095 - type: recall_at_100 value: 91.65299999999999 - type: recall_at_1000 value: 99.83999999999999 - type: recall_at_20 value: 75.28 - type: recall_at_3 value: 46.874 - type: recall_at_5 value: 55.062 task: type: Retrieval - dataset: config: pol-eng name: MTEB XPQARetrieval (pol-eng) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 50.831 - type: map_at_1 value: 25.549 - type: map_at_10 value: 44.432 - type: map_at_100 value: 46.431 - type: map_at_1000 value: 46.525 - type: map_at_20 value: 45.595 - type: map_at_3 value: 38.574000000000005 - type: map_at_5 value: 42.266999999999996 - type: mrr_at_1 value: 43.5006435006435 - type: mrr_at_10 value: 51.561255132683684 - type: mrr_at_100 value: 52.59912482635216 - type: mrr_at_1000 value: 52.631337587043056 - type: mrr_at_20 value: 52.23234440063273 - type: mrr_at_3 value: 48.97039897039895 - type: mrr_at_5 value: 50.31531531531527 - type: nauc_map_at_1000_diff1 value: 35.907901295900174 - type: nauc_map_at_1000_max value: 24.573763602041687 - type: nauc_map_at_1000_std value: -29.524077960309313 - type: nauc_map_at_100_diff1 value: 35.86869121827827 - type: nauc_map_at_100_max value: 24.532343818487494 - type: nauc_map_at_100_std value: -29.613979124488864 - type: nauc_map_at_10_diff1 value: 35.90171794022391 - type: nauc_map_at_10_max value: 23.90914892943268 - type: nauc_map_at_10_std value: -30.43698820061533 - type: nauc_map_at_1_diff1 value: 50.80313333312038 - type: nauc_map_at_1_max value: 16.649890421888156 - type: nauc_map_at_1_std value: -22.323989416471683 - type: nauc_map_at_20_diff1 value: 35.77755470212964 - type: nauc_map_at_20_max value: 24.199895270297034 - type: nauc_map_at_20_std value: -30.223411960170647 - type: nauc_map_at_3_diff1 value: 38.964124882315936 - type: nauc_map_at_3_max value: 21.187432510177167 - type: nauc_map_at_3_std value: -28.976663506389887 - type: nauc_map_at_5_diff1 value: 36.04644236616672 - type: nauc_map_at_5_max value: 23.501186429317094 - type: nauc_map_at_5_std value: -30.068144596060748 - type: nauc_mrr_at_1000_diff1 value: 41.36555452105447 - type: nauc_mrr_at_1000_max value: 26.376799280402867 - type: nauc_mrr_at_1000_std value: -30.008603028757424 - type: nauc_mrr_at_100_diff1 value: 41.35523965220727 - type: nauc_mrr_at_100_max value: 26.402612115967706 - type: nauc_mrr_at_100_std value: -29.991754627128024 - type: nauc_mrr_at_10_diff1 value: 41.001395127259315 - type: nauc_mrr_at_10_max value: 26.104860505051384 - type: nauc_mrr_at_10_std value: -30.38420449487516 - type: nauc_mrr_at_1_diff1 value: 44.882846373248206 - type: nauc_mrr_at_1_max value: 26.61905322890808 - type: nauc_mrr_at_1_std value: -28.724565662206153 - type: nauc_mrr_at_20_diff1 value: 41.278009142648834 - type: nauc_mrr_at_20_max value: 26.284565529087295 - type: nauc_mrr_at_20_std value: -30.19549140549242 - type: nauc_mrr_at_3_diff1 value: 41.74663893951077 - type: nauc_mrr_at_3_max value: 26.263048464325884 - type: nauc_mrr_at_3_std value: -30.676733442965688 - type: nauc_mrr_at_5_diff1 value: 41.11461477846568 - type: nauc_mrr_at_5_max value: 25.94713927964926 - type: nauc_mrr_at_5_std value: -30.317066480767817 - type: nauc_ndcg_at_1000_diff1 value: 36.34161052445199 - type: nauc_ndcg_at_1000_max value: 26.321036033696206 - type: nauc_ndcg_at_1000_std value: -27.59146917115399 - type: nauc_ndcg_at_100_diff1 value: 35.66557800007035 - type: nauc_ndcg_at_100_max value: 26.282211208336136 - type: nauc_ndcg_at_100_std value: -27.905634124461333 - type: nauc_ndcg_at_10_diff1 value: 35.34872687407275 - type: nauc_ndcg_at_10_max value: 24.018561915792272 - type: nauc_ndcg_at_10_std value: -31.57712772869015 - type: nauc_ndcg_at_1_diff1 value: 44.882846373248206 - type: nauc_ndcg_at_1_max value: 26.865602442152554 - type: nauc_ndcg_at_1_std value: -28.509295454329152 - type: nauc_ndcg_at_20_diff1 value: 35.46177768045546 - type: nauc_ndcg_at_20_max value: 24.921273675141542 - type: nauc_ndcg_at_20_std value: -30.84348812979793 - type: nauc_ndcg_at_3_diff1 value: 36.84688489063923 - type: nauc_ndcg_at_3_max value: 24.088513229463736 - type: nauc_ndcg_at_3_std value: -30.05640995379297 - type: nauc_ndcg_at_5_diff1 value: 35.623143276796185 - type: nauc_ndcg_at_5_max value: 23.76654250474061 - type: nauc_ndcg_at_5_std value: -30.87847710074466 - type: nauc_precision_at_1000_diff1 value: -16.270532533886932 - type: nauc_precision_at_1000_max value: 17.37365042394671 - type: nauc_precision_at_1000_std value: 16.27166715693082 - type: nauc_precision_at_100_diff1 value: -13.175264889436313 - type: nauc_precision_at_100_max value: 19.488571046893963 - type: nauc_precision_at_100_std value: 9.055429698007798 - type: nauc_precision_at_10_diff1 value: 0.6806938753592942 - type: nauc_precision_at_10_max value: 21.933083960522616 - type: nauc_precision_at_10_std value: -18.2147036942157 - type: nauc_precision_at_1_diff1 value: 44.882846373248206 - type: nauc_precision_at_1_max value: 26.865602442152554 - type: nauc_precision_at_1_std value: -28.509295454329152 - type: nauc_precision_at_20_diff1 value: -4.318119150162302 - type: nauc_precision_at_20_max value: 21.089702301041687 - type: nauc_precision_at_20_std value: -10.333077681479546 - type: nauc_precision_at_3_diff1 value: 11.496076462671107 - type: nauc_precision_at_3_max value: 23.018301549827008 - type: nauc_precision_at_3_std value: -23.98652995416454 - type: nauc_precision_at_5_diff1 value: 4.271050668117355 - type: nauc_precision_at_5_max value: 23.61051327966779 - type: nauc_precision_at_5_std value: -21.557618503107847 - type: nauc_recall_at_1000_diff1 value: 62.23955911850697 - type: nauc_recall_at_1000_max value: 83.20491723365542 - type: nauc_recall_at_1000_std value: 66.5173462601958 - type: nauc_recall_at_100_diff1 value: 20.503778602988177 - type: nauc_recall_at_100_max value: 29.379026288767506 - type: nauc_recall_at_100_std value: -16.139120874540573 - type: nauc_recall_at_10_diff1 value: 27.659110249896557 - type: nauc_recall_at_10_max value: 19.69557968026332 - type: nauc_recall_at_10_std value: -33.95657132767551 - type: nauc_recall_at_1_diff1 value: 50.80313333312038 - type: nauc_recall_at_1_max value: 16.649890421888156 - type: nauc_recall_at_1_std value: -22.323989416471683 - type: nauc_recall_at_20_diff1 value: 27.084453724565176 - type: nauc_recall_at_20_max value: 21.40080632474994 - type: nauc_recall_at_20_std value: -32.83683639340239 - type: nauc_recall_at_3_diff1 value: 34.32950941333572 - type: nauc_recall_at_3_max value: 18.55616615958199 - type: nauc_recall_at_3_std value: -30.375983327454076 - type: nauc_recall_at_5_diff1 value: 29.44516734974564 - type: nauc_recall_at_5_max value: 20.630543534300312 - type: nauc_recall_at_5_std value: -31.30763062499127 - type: ndcg_at_1 value: 43.501 - type: ndcg_at_10 value: 50.831 - type: ndcg_at_100 value: 58.17099999999999 - type: ndcg_at_1000 value: 59.705 - type: ndcg_at_20 value: 54.047999999999995 - type: ndcg_at_3 value: 44.549 - type: ndcg_at_5 value: 46.861000000000004 - type: precision_at_1 value: 43.501 - type: precision_at_10 value: 12.895999999999999 - type: precision_at_100 value: 1.9 - type: precision_at_1000 value: 0.21 - type: precision_at_20 value: 7.593 - type: precision_at_3 value: 29.215000000000003 - type: precision_at_5 value: 21.57 - type: recall_at_1 value: 25.549 - type: recall_at_10 value: 61.795 - type: recall_at_100 value: 90.019 - type: recall_at_1000 value: 99.807 - type: recall_at_20 value: 72.096 - type: recall_at_3 value: 43.836999999999996 - type: recall_at_5 value: 51.714000000000006 task: type: Retrieval - dataset: config: pol-pol name: MTEB XPQARetrieval (pol-pol) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 53.70399999999999 - type: map_at_1 value: 27.739000000000004 - type: map_at_10 value: 47.469 - type: map_at_100 value: 49.392 - type: map_at_1000 value: 49.483 - type: map_at_20 value: 48.646 - type: map_at_3 value: 41.467 - type: map_at_5 value: 45.467 - type: mrr_at_1 value: 47.00636942675159 - type: mrr_at_10 value: 54.63699322616519 - type: mrr_at_100 value: 55.54525182833755 - type: mrr_at_1000 value: 55.581331515356155 - type: mrr_at_20 value: 55.22918377451415 - type: mrr_at_3 value: 52.03821656050952 - type: mrr_at_5 value: 53.38216560509549 - type: nauc_map_at_1000_diff1 value: 45.03530825034854 - type: nauc_map_at_1000_max value: 34.22740272603397 - type: nauc_map_at_1000_std value: -30.428880484199244 - type: nauc_map_at_100_diff1 value: 44.978704455592805 - type: nauc_map_at_100_max value: 34.20908357964765 - type: nauc_map_at_100_std value: -30.47325365059666 - type: nauc_map_at_10_diff1 value: 44.9560579177672 - type: nauc_map_at_10_max value: 33.70097588985278 - type: nauc_map_at_10_std value: -31.205563222357885 - type: nauc_map_at_1_diff1 value: 57.94711780881773 - type: nauc_map_at_1_max value: 21.60278071836319 - type: nauc_map_at_1_std value: -23.273741268035923 - type: nauc_map_at_20_diff1 value: 44.97859054699532 - type: nauc_map_at_20_max value: 34.153729150181846 - type: nauc_map_at_20_std value: -30.97482545902907 - type: nauc_map_at_3_diff1 value: 47.52016138686765 - type: nauc_map_at_3_max value: 30.176197065298417 - type: nauc_map_at_3_std value: -29.90628984041898 - type: nauc_map_at_5_diff1 value: 45.36581638257985 - type: nauc_map_at_5_max value: 33.697200263698036 - type: nauc_map_at_5_std value: -31.165331120088453 - type: nauc_mrr_at_1000_diff1 value: 53.32889526818364 - type: nauc_mrr_at_1000_max value: 36.104118340589736 - type: nauc_mrr_at_1000_std value: -31.321132494516984 - type: nauc_mrr_at_100_diff1 value: 53.30695875258367 - type: nauc_mrr_at_100_max value: 36.114890079024455 - type: nauc_mrr_at_100_std value: -31.291749322117447 - type: nauc_mrr_at_10_diff1 value: 53.189084772141435 - type: nauc_mrr_at_10_max value: 35.939061062282484 - type: nauc_mrr_at_10_std value: -31.502185884653645 - type: nauc_mrr_at_1_diff1 value: 56.89368291041337 - type: nauc_mrr_at_1_max value: 36.07581125496313 - type: nauc_mrr_at_1_std value: -29.703764232519475 - type: nauc_mrr_at_20_diff1 value: 53.23955737199497 - type: nauc_mrr_at_20_max value: 36.068824838215676 - type: nauc_mrr_at_20_std value: -31.420039428197594 - type: nauc_mrr_at_3_diff1 value: 53.74385074861207 - type: nauc_mrr_at_3_max value: 35.57054587735015 - type: nauc_mrr_at_3_std value: -32.356894834537684 - type: nauc_mrr_at_5_diff1 value: 53.66669556981826 - type: nauc_mrr_at_5_max value: 36.02102289605049 - type: nauc_mrr_at_5_std value: -32.030437067359124 - type: nauc_ndcg_at_1000_diff1 value: 46.34900536768847 - type: nauc_ndcg_at_1000_max value: 35.6314995837715 - type: nauc_ndcg_at_1000_std value: -28.965103958822624 - type: nauc_ndcg_at_100_diff1 value: 45.1587893788861 - type: nauc_ndcg_at_100_max value: 35.62430753595297 - type: nauc_ndcg_at_100_std value: -28.77303405812772 - type: nauc_ndcg_at_10_diff1 value: 44.928781590765965 - type: nauc_ndcg_at_10_max value: 34.315200006430366 - type: nauc_ndcg_at_10_std value: -32.05164097076614 - type: nauc_ndcg_at_1_diff1 value: 57.228262350455125 - type: nauc_ndcg_at_1_max value: 35.645285703387366 - type: nauc_ndcg_at_1_std value: -29.893553821348718 - type: nauc_ndcg_at_20_diff1 value: 44.959903633039865 - type: nauc_ndcg_at_20_max value: 35.493022926282755 - type: nauc_ndcg_at_20_std value: -31.54989291850644 - type: nauc_ndcg_at_3_diff1 value: 46.65266185996905 - type: nauc_ndcg_at_3_max value: 33.74458119579594 - type: nauc_ndcg_at_3_std value: -31.493683304534176 - type: nauc_ndcg_at_5_diff1 value: 46.08707037187612 - type: nauc_ndcg_at_5_max value: 34.7401426055243 - type: nauc_ndcg_at_5_std value: -32.44390676345172 - type: nauc_precision_at_1000_diff1 value: -12.11355300492561 - type: nauc_precision_at_1000_max value: 14.490738062121233 - type: nauc_precision_at_1000_std value: 14.448811005059097 - type: nauc_precision_at_100_diff1 value: -9.742085657181239 - type: nauc_precision_at_100_max value: 18.030305489251223 - type: nauc_precision_at_100_std value: 8.213089709529765 - type: nauc_precision_at_10_diff1 value: 5.153466672774969 - type: nauc_precision_at_10_max value: 27.29412644661678 - type: nauc_precision_at_10_std value: -15.505053884112355 - type: nauc_precision_at_1_diff1 value: 57.228262350455125 - type: nauc_precision_at_1_max value: 35.645285703387366 - type: nauc_precision_at_1_std value: -29.893553821348718 - type: nauc_precision_at_20_diff1 value: -0.6812430761066635 - type: nauc_precision_at_20_max value: 25.81911286466295 - type: nauc_precision_at_20_std value: -8.388506222482595 - type: nauc_precision_at_3_diff1 value: 18.263873866510576 - type: nauc_precision_at_3_max value: 30.879576105862345 - type: nauc_precision_at_3_std value: -24.0342929870108 - type: nauc_precision_at_5_diff1 value: 10.9905804265327 - type: nauc_precision_at_5_max value: 30.88468087429045 - type: nauc_precision_at_5_std value: -20.458684056213507 - type: nauc_recall_at_1000_diff1 value: -64.887668417171 - type: nauc_recall_at_1000_max value: 52.25501730358092 - type: nauc_recall_at_1000_std value: 85.13647916200132 - type: nauc_recall_at_100_diff1 value: 18.956777346127655 - type: nauc_recall_at_100_max value: 36.10473493564588 - type: nauc_recall_at_100_std value: -10.007474558899949 - type: nauc_recall_at_10_diff1 value: 33.810344497568046 - type: nauc_recall_at_10_max value: 31.395430183214245 - type: nauc_recall_at_10_std value: -33.12920524433795 - type: nauc_recall_at_1_diff1 value: 57.94711780881773 - type: nauc_recall_at_1_max value: 21.60278071836319 - type: nauc_recall_at_1_std value: -23.273741268035923 - type: nauc_recall_at_20_diff1 value: 31.449657437065397 - type: nauc_recall_at_20_max value: 34.519574934321945 - type: nauc_recall_at_20_std value: -33.43406862055647 - type: nauc_recall_at_3_diff1 value: 42.07841848382365 - type: nauc_recall_at_3_max value: 28.7648772833266 - type: nauc_recall_at_3_std value: -31.56367736320086 - type: nauc_recall_at_5_diff1 value: 39.21392858246301 - type: nauc_recall_at_5_max value: 34.28338202081927 - type: nauc_recall_at_5_std value: -33.725680523721906 - type: ndcg_at_1 value: 46.879 - type: ndcg_at_10 value: 53.70399999999999 - type: ndcg_at_100 value: 60.532 - type: ndcg_at_1000 value: 61.997 - type: ndcg_at_20 value: 56.818999999999996 - type: ndcg_at_3 value: 47.441 - type: ndcg_at_5 value: 49.936 - type: precision_at_1 value: 46.879 - type: precision_at_10 value: 13.376 - type: precision_at_100 value: 1.8980000000000001 - type: precision_at_1000 value: 0.208 - type: precision_at_20 value: 7.771 - type: precision_at_3 value: 30.658 - type: precision_at_5 value: 22.828 - type: recall_at_1 value: 27.739000000000004 - type: recall_at_10 value: 64.197 - type: recall_at_100 value: 90.54100000000001 - type: recall_at_1000 value: 99.90400000000001 - type: recall_at_20 value: 74.178 - type: recall_at_3 value: 46.312 - type: recall_at_5 value: 54.581999999999994 task: type: Retrieval - dataset: config: cmn-eng name: MTEB XPQARetrieval (cmn-eng) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 64.64 - type: map_at_1 value: 35.858000000000004 - type: map_at_10 value: 58.547000000000004 - type: map_at_100 value: 60.108 - type: map_at_1000 value: 60.153999999999996 - type: map_at_20 value: 59.528000000000006 - type: map_at_3 value: 51.578 - type: map_at_5 value: 56.206999999999994 - type: mrr_at_1 value: 56.95121951219512 - type: mrr_at_10 value: 64.93975029036001 - type: mrr_at_100 value: 65.63357055718294 - type: mrr_at_1000 value: 65.64844109026834 - type: mrr_at_20 value: 65.41280668715439 - type: mrr_at_3 value: 62.68292682926826 - type: mrr_at_5 value: 64.1585365853658 - type: nauc_map_at_1000_diff1 value: 45.82740870907091 - type: nauc_map_at_1000_max value: 21.9696540066807 - type: nauc_map_at_1000_std value: -32.028262356639495 - type: nauc_map_at_100_diff1 value: 45.802053117616396 - type: nauc_map_at_100_max value: 21.946002070290966 - type: nauc_map_at_100_std value: -32.06190418866229 - type: nauc_map_at_10_diff1 value: 46.017774155748945 - type: nauc_map_at_10_max value: 21.876909086095544 - type: nauc_map_at_10_std value: -32.13913568843985 - type: nauc_map_at_1_diff1 value: 56.34671160956164 - type: nauc_map_at_1_max value: 17.6796949796236 - type: nauc_map_at_1_std value: -13.741140688066045 - type: nauc_map_at_20_diff1 value: 46.027469176858716 - type: nauc_map_at_20_max value: 21.80738432042703 - type: nauc_map_at_20_std value: -32.430379634015395 - type: nauc_map_at_3_diff1 value: 48.40096725254027 - type: nauc_map_at_3_max value: 21.15442803574233 - type: nauc_map_at_3_std value: -26.205850292181417 - type: nauc_map_at_5_diff1 value: 45.77800041356389 - type: nauc_map_at_5_max value: 22.11718771798752 - type: nauc_map_at_5_std value: -30.32876338031471 - type: nauc_mrr_at_1000_diff1 value: 49.748274798877944 - type: nauc_mrr_at_1000_max value: 24.547774167219906 - type: nauc_mrr_at_1000_std value: -32.728447209433504 - type: nauc_mrr_at_100_diff1 value: 49.734549290377856 - type: nauc_mrr_at_100_max value: 24.536933315055222 - type: nauc_mrr_at_100_std value: -32.74076335880697 - type: nauc_mrr_at_10_diff1 value: 49.82827711456392 - type: nauc_mrr_at_10_max value: 24.536773657485075 - type: nauc_mrr_at_10_std value: -33.05707547166962 - type: nauc_mrr_at_1_diff1 value: 51.954289992321044 - type: nauc_mrr_at_1_max value: 26.336255074856886 - type: nauc_mrr_at_1_std value: -29.042962019692446 - type: nauc_mrr_at_20_diff1 value: 49.70938465628863 - type: nauc_mrr_at_20_max value: 24.433219849576947 - type: nauc_mrr_at_20_std value: -32.94123791846049 - type: nauc_mrr_at_3_diff1 value: 50.289486880347134 - type: nauc_mrr_at_3_max value: 24.978796972860142 - type: nauc_mrr_at_3_std value: -32.11305594784892 - type: nauc_mrr_at_5_diff1 value: 49.95013396316144 - type: nauc_mrr_at_5_max value: 24.514452761198303 - type: nauc_mrr_at_5_std value: -32.865859962984146 - type: nauc_ndcg_at_1000_diff1 value: 45.73806489233998 - type: nauc_ndcg_at_1000_max value: 22.404941391043867 - type: nauc_ndcg_at_1000_std value: -33.063445720849685 - type: nauc_ndcg_at_100_diff1 value: 45.1046206923062 - type: nauc_ndcg_at_100_max value: 22.081133719684658 - type: nauc_ndcg_at_100_std value: -33.299291459450146 - type: nauc_ndcg_at_10_diff1 value: 46.140608688357496 - type: nauc_ndcg_at_10_max value: 21.442489279388916 - type: nauc_ndcg_at_10_std value: -35.115870342856006 - type: nauc_ndcg_at_1_diff1 value: 51.954289992321044 - type: nauc_ndcg_at_1_max value: 26.336255074856886 - type: nauc_ndcg_at_1_std value: -29.042962019692446 - type: nauc_ndcg_at_20_diff1 value: 45.966784725457046 - type: nauc_ndcg_at_20_max value: 21.166632858613145 - type: nauc_ndcg_at_20_std value: -35.65112890375392 - type: nauc_ndcg_at_3_diff1 value: 46.7404863978999 - type: nauc_ndcg_at_3_max value: 22.701743709129456 - type: nauc_ndcg_at_3_std value: -30.907633466983192 - type: nauc_ndcg_at_5_diff1 value: 45.86487199083486 - type: nauc_ndcg_at_5_max value: 22.088804840002513 - type: nauc_ndcg_at_5_std value: -32.3853481632832 - type: nauc_precision_at_1000_diff1 value: -25.69710612774455 - type: nauc_precision_at_1000_max value: 1.3964400247388091 - type: nauc_precision_at_1000_std value: -8.873947511634814 - type: nauc_precision_at_100_diff1 value: -24.013497191077978 - type: nauc_precision_at_100_max value: 2.0197725715909343 - type: nauc_precision_at_100_std value: -11.387423148770633 - type: nauc_precision_at_10_diff1 value: -6.47728645242781 - type: nauc_precision_at_10_max value: 6.815261443768304 - type: nauc_precision_at_10_std value: -26.825062292855943 - type: nauc_precision_at_1_diff1 value: 51.954289992321044 - type: nauc_precision_at_1_max value: 26.336255074856886 - type: nauc_precision_at_1_std value: -29.042962019692446 - type: nauc_precision_at_20_diff1 value: -12.355232044747511 - type: nauc_precision_at_20_max value: 4.022126850949725 - type: nauc_precision_at_20_std value: -23.688935769326772 - type: nauc_precision_at_3_diff1 value: 7.662671665835864 - type: nauc_precision_at_3_max value: 14.372394760986248 - type: nauc_precision_at_3_std value: -28.635125665532453 - type: nauc_precision_at_5_diff1 value: -1.4592476425511611 - type: nauc_precision_at_5_max value: 11.124310161474174 - type: nauc_precision_at_5_std value: -27.89526669318053 - type: nauc_recall_at_1000_diff1 value: -19.58450046684932 - type: nauc_recall_at_1000_max value: 70.71661998133165 - type: nauc_recall_at_1000_std value: 93.05555555556315 - type: nauc_recall_at_100_diff1 value: 15.06356457571853 - type: nauc_recall_at_100_max value: 14.051414749344806 - type: nauc_recall_at_100_std value: -29.461874235153008 - type: nauc_recall_at_10_diff1 value: 41.29842726117901 - type: nauc_recall_at_10_max value: 15.768699673830898 - type: nauc_recall_at_10_std value: -42.11585661287712 - type: nauc_recall_at_1_diff1 value: 56.34671160956164 - type: nauc_recall_at_1_max value: 17.6796949796236 - type: nauc_recall_at_1_std value: -13.741140688066045 - type: nauc_recall_at_20_diff1 value: 38.8078283585263 - type: nauc_recall_at_20_max value: 12.06816084005326 - type: nauc_recall_at_20_std value: -48.20956170056591 - type: nauc_recall_at_3_diff1 value: 44.71028758038993 - type: nauc_recall_at_3_max value: 19.1059093689162 - type: nauc_recall_at_3_std value: -26.795164453784253 - type: nauc_recall_at_5_diff1 value: 41.06320797773054 - type: nauc_recall_at_5_max value: 19.117028272530998 - type: nauc_recall_at_5_std value: -33.985747504612156 - type: ndcg_at_1 value: 56.95099999999999 - type: ndcg_at_10 value: 64.64 - type: ndcg_at_100 value: 70.017 - type: ndcg_at_1000 value: 70.662 - type: ndcg_at_20 value: 67.256 - type: ndcg_at_3 value: 58.269000000000005 - type: ndcg_at_5 value: 60.94199999999999 - type: precision_at_1 value: 56.95099999999999 - type: precision_at_10 value: 15.671 - type: precision_at_100 value: 2.002 - type: precision_at_1000 value: 0.208 - type: precision_at_20 value: 8.689 - type: precision_at_3 value: 36.341 - type: precision_at_5 value: 26.854 - type: recall_at_1 value: 35.858000000000004 - type: recall_at_10 value: 75.02 - type: recall_at_100 value: 95.76 - type: recall_at_1000 value: 99.837 - type: recall_at_20 value: 83.732 - type: recall_at_3 value: 57.093 - type: recall_at_5 value: 66.193 task: type: Retrieval - dataset: config: cmn-cmn name: MTEB XPQARetrieval (cmn-cmn) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 69.446 - type: map_at_1 value: 39.995999999999995 - type: map_at_10 value: 64.033 - type: map_at_100 value: 65.51599999999999 - type: map_at_1000 value: 65.545 - type: map_at_20 value: 64.958 - type: map_at_3 value: 57.767 - type: map_at_5 value: 61.998 - type: mrr_at_1 value: 63.3495145631068 - type: mrr_at_10 value: 70.21146363075978 - type: mrr_at_100 value: 70.82810974202124 - type: mrr_at_1000 value: 70.83816803303915 - type: mrr_at_20 value: 70.60140248428802 - type: mrr_at_3 value: 68.66909385113267 - type: mrr_at_5 value: 69.56108414239482 - type: nauc_map_at_1000_diff1 value: 51.649897072831465 - type: nauc_map_at_1000_max value: 38.25222728655331 - type: nauc_map_at_1000_std value: -39.10327919949334 - type: nauc_map_at_100_diff1 value: 51.644205886401465 - type: nauc_map_at_100_max value: 38.23611154355255 - type: nauc_map_at_100_std value: -39.1677073977285 - type: nauc_map_at_10_diff1 value: 51.81444145636039 - type: nauc_map_at_10_max value: 38.03382104326485 - type: nauc_map_at_10_std value: -38.999395639812015 - type: nauc_map_at_1_diff1 value: 59.785298201044704 - type: nauc_map_at_1_max value: 23.273537759937785 - type: nauc_map_at_1_std value: -17.838712689290194 - type: nauc_map_at_20_diff1 value: 51.680208795601004 - type: nauc_map_at_20_max value: 38.23334583518634 - type: nauc_map_at_20_std value: -39.24344495939061 - type: nauc_map_at_3_diff1 value: 52.180913298194056 - type: nauc_map_at_3_max value: 33.45482478000481 - type: nauc_map_at_3_std value: -31.682911030586297 - type: nauc_map_at_5_diff1 value: 50.804900676175436 - type: nauc_map_at_5_max value: 37.68924816012326 - type: nauc_map_at_5_std value: -36.85016896616712 - type: nauc_mrr_at_1000_diff1 value: 56.371477471577535 - type: nauc_mrr_at_1000_max value: 42.773877962050086 - type: nauc_mrr_at_1000_std value: -40.41765081873682 - type: nauc_mrr_at_100_diff1 value: 56.3619751528192 - type: nauc_mrr_at_100_max value: 42.76298794859916 - type: nauc_mrr_at_100_std value: -40.44070582448831 - type: nauc_mrr_at_10_diff1 value: 56.33810523477712 - type: nauc_mrr_at_10_max value: 42.76591937795783 - type: nauc_mrr_at_10_std value: -40.69339583030244 - type: nauc_mrr_at_1_diff1 value: 58.90399906884378 - type: nauc_mrr_at_1_max value: 43.38806571165292 - type: nauc_mrr_at_1_std value: -38.224015285584 - type: nauc_mrr_at_20_diff1 value: 56.32629070537032 - type: nauc_mrr_at_20_max value: 42.79615263472604 - type: nauc_mrr_at_20_std value: -40.496777397603076 - type: nauc_mrr_at_3_diff1 value: 55.96989454480743 - type: nauc_mrr_at_3_max value: 42.49832220744744 - type: nauc_mrr_at_3_std value: -39.883799467132384 - type: nauc_mrr_at_5_diff1 value: 56.003080766475755 - type: nauc_mrr_at_5_max value: 42.73308051011805 - type: nauc_mrr_at_5_std value: -39.87179511166683 - type: nauc_ndcg_at_1000_diff1 value: 52.49054229225255 - type: nauc_ndcg_at_1000_max value: 39.61644750719859 - type: nauc_ndcg_at_1000_std value: -40.89845763194674 - type: nauc_ndcg_at_100_diff1 value: 52.33511250864434 - type: nauc_ndcg_at_100_max value: 39.25530146124452 - type: nauc_ndcg_at_100_std value: -41.92444498004374 - type: nauc_ndcg_at_10_diff1 value: 52.62031505931842 - type: nauc_ndcg_at_10_max value: 38.667195545396766 - type: nauc_ndcg_at_10_std value: -42.59503924641507 - type: nauc_ndcg_at_1_diff1 value: 58.90399906884378 - type: nauc_ndcg_at_1_max value: 43.38806571165292 - type: nauc_ndcg_at_1_std value: -38.224015285584 - type: nauc_ndcg_at_20_diff1 value: 52.15061629809436 - type: nauc_ndcg_at_20_max value: 39.09332400054708 - type: nauc_ndcg_at_20_std value: -42.80018671618001 - type: nauc_ndcg_at_3_diff1 value: 51.04210728138207 - type: nauc_ndcg_at_3_max value: 38.19034802567046 - type: nauc_ndcg_at_3_std value: -38.179821090765216 - type: nauc_ndcg_at_5_diff1 value: 51.04399574045204 - type: nauc_ndcg_at_5_max value: 38.42492210204548 - type: nauc_ndcg_at_5_std value: -38.868073241617715 - type: nauc_precision_at_1000_diff1 value: -25.151369907213734 - type: nauc_precision_at_1000_max value: 9.012549147054989 - type: nauc_precision_at_1000_std value: -9.319786589947698 - type: nauc_precision_at_100_diff1 value: -23.20945211843088 - type: nauc_precision_at_100_max value: 9.860701593969862 - type: nauc_precision_at_100_std value: -13.073877818347231 - type: nauc_precision_at_10_diff1 value: -6.970781124246847 - type: nauc_precision_at_10_max value: 19.392675322254487 - type: nauc_precision_at_10_std value: -26.74943490717657 - type: nauc_precision_at_1_diff1 value: 58.90399906884378 - type: nauc_precision_at_1_max value: 43.38806571165292 - type: nauc_precision_at_1_std value: -38.224015285584 - type: nauc_precision_at_20_diff1 value: -13.046456108081102 - type: nauc_precision_at_20_max value: 15.69439950383875 - type: nauc_precision_at_20_std value: -23.836004512018093 - type: nauc_precision_at_3_diff1 value: 3.5444232965528846 - type: nauc_precision_at_3_max value: 27.08858445453865 - type: nauc_precision_at_3_std value: -29.12757283665593 - type: nauc_precision_at_5_diff1 value: -3.6853986353320267 - type: nauc_precision_at_5_max value: 24.32059689571271 - type: nauc_precision_at_5_std value: -27.46188072134163 - type: nauc_recall_at_1000_diff1 value: 86.93515141907919 - type: nauc_recall_at_1000_max value: 100.0 - type: nauc_recall_at_1000_std value: 100.0 - type: nauc_recall_at_100_diff1 value: 39.7052887613879 - type: nauc_recall_at_100_max value: 18.40943977796887 - type: nauc_recall_at_100_std value: -88.74014854144974 - type: nauc_recall_at_10_diff1 value: 48.85342500870892 - type: nauc_recall_at_10_max value: 32.69617204234419 - type: nauc_recall_at_10_std value: -51.9937231860804 - type: nauc_recall_at_1_diff1 value: 59.785298201044704 - type: nauc_recall_at_1_max value: 23.273537759937785 - type: nauc_recall_at_1_std value: -17.838712689290194 - type: nauc_recall_at_20_diff1 value: 45.40839773314378 - type: nauc_recall_at_20_max value: 33.02458321493215 - type: nauc_recall_at_20_std value: -55.97800739448166 - type: nauc_recall_at_3_diff1 value: 47.05565693416531 - type: nauc_recall_at_3_max value: 28.743850400344297 - type: nauc_recall_at_3_std value: -32.436470486397475 - type: nauc_recall_at_5_diff1 value: 45.30223758669577 - type: nauc_recall_at_5_max value: 33.6567274747059 - type: nauc_recall_at_5_std value: -39.946712017948514 - type: ndcg_at_1 value: 63.349999999999994 - type: ndcg_at_10 value: 69.446 - type: ndcg_at_100 value: 74.439 - type: ndcg_at_1000 value: 74.834 - type: ndcg_at_20 value: 71.763 - type: ndcg_at_3 value: 64.752 - type: ndcg_at_5 value: 66.316 - type: precision_at_1 value: 63.349999999999994 - type: precision_at_10 value: 16.286 - type: precision_at_100 value: 2.024 - type: precision_at_1000 value: 0.207 - type: precision_at_20 value: 8.908000000000001 - type: precision_at_3 value: 40.655 - type: precision_at_5 value: 28.859 - type: recall_at_1 value: 39.995999999999995 - type: recall_at_10 value: 78.107 - type: recall_at_100 value: 97.538 - type: recall_at_1000 value: 99.96000000000001 - type: recall_at_20 value: 85.72 - type: recall_at_3 value: 63.291 - type: recall_at_5 value: 70.625 task: type: Retrieval - dataset: config: spa-eng name: MTEB XPQARetrieval (spa-eng) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 68.258 - type: map_at_1 value: 33.06 - type: map_at_10 value: 61.590999999999994 - type: map_at_100 value: 63.341 - type: map_at_1000 value: 63.385999999999996 - type: map_at_20 value: 62.77700000000001 - type: map_at_3 value: 52.547999999999995 - type: map_at_5 value: 58.824 - type: mrr_at_1 value: 63.80832282471627 - type: mrr_at_10 value: 70.76848015372607 - type: mrr_at_100 value: 71.33996704518061 - type: mrr_at_1000 value: 71.35368444388072 - type: mrr_at_20 value: 71.18191741103522 - type: mrr_at_3 value: 68.83144178226142 - type: mrr_at_5 value: 69.88440521227405 - type: nauc_map_at_1000_diff1 value: 41.59255746310511 - type: nauc_map_at_1000_max value: 42.064075373358065 - type: nauc_map_at_1000_std value: -25.130730194381723 - type: nauc_map_at_100_diff1 value: 41.56447648820406 - type: nauc_map_at_100_max value: 42.06711634651607 - type: nauc_map_at_100_std value: -25.14871585556968 - type: nauc_map_at_10_diff1 value: 41.28968387107058 - type: nauc_map_at_10_max value: 41.511538272139774 - type: nauc_map_at_10_std value: -25.99906440164276 - type: nauc_map_at_1_diff1 value: 51.09859596320021 - type: nauc_map_at_1_max value: 12.406789321338222 - type: nauc_map_at_1_std value: -18.227486548655076 - type: nauc_map_at_20_diff1 value: 41.39469672947315 - type: nauc_map_at_20_max value: 41.98309315808902 - type: nauc_map_at_20_std value: -25.44704720985219 - type: nauc_map_at_3_diff1 value: 43.16164995512842 - type: nauc_map_at_3_max value: 30.935400935562818 - type: nauc_map_at_3_std value: -23.53095555148866 - type: nauc_map_at_5_diff1 value: 41.23474352142375 - type: nauc_map_at_5_max value: 39.03088859147947 - type: nauc_map_at_5_std value: -26.046526443708366 - type: nauc_mrr_at_1000_diff1 value: 51.79649678213789 - type: nauc_mrr_at_1000_max value: 50.50340748045259 - type: nauc_mrr_at_1000_std value: -24.777183703493407 - type: nauc_mrr_at_100_diff1 value: 51.78609028166551 - type: nauc_mrr_at_100_max value: 50.51732896833555 - type: nauc_mrr_at_100_std value: -24.760054686874717 - type: nauc_mrr_at_10_diff1 value: 51.705268395036995 - type: nauc_mrr_at_10_max value: 50.35818415293149 - type: nauc_mrr_at_10_std value: -25.170367120250404 - type: nauc_mrr_at_1_diff1 value: 53.91475115581825 - type: nauc_mrr_at_1_max value: 49.122529616282016 - type: nauc_mrr_at_1_std value: -22.377647552937155 - type: nauc_mrr_at_20_diff1 value: 51.778984221197774 - type: nauc_mrr_at_20_max value: 50.5070957827813 - type: nauc_mrr_at_20_std value: -24.908935023607285 - type: nauc_mrr_at_3_diff1 value: 51.82683773090423 - type: nauc_mrr_at_3_max value: 50.77993196421369 - type: nauc_mrr_at_3_std value: -24.3925832021831 - type: nauc_mrr_at_5_diff1 value: 51.722232683543034 - type: nauc_mrr_at_5_max value: 50.334865493961864 - type: nauc_mrr_at_5_std value: -25.513593495703297 - type: nauc_ndcg_at_1000_diff1 value: 44.21851582991263 - type: nauc_ndcg_at_1000_max value: 45.73539068637836 - type: nauc_ndcg_at_1000_std value: -24.716522467580397 - type: nauc_ndcg_at_100_diff1 value: 43.8002401615357 - type: nauc_ndcg_at_100_max value: 45.801409410061915 - type: nauc_ndcg_at_100_std value: -24.73171742499903 - type: nauc_ndcg_at_10_diff1 value: 42.540922778755885 - type: nauc_ndcg_at_10_max value: 44.348836943874595 - type: nauc_ndcg_at_10_std value: -28.05403666494785 - type: nauc_ndcg_at_1_diff1 value: 53.91475115581825 - type: nauc_ndcg_at_1_max value: 49.122529616282016 - type: nauc_ndcg_at_1_std value: -22.377647552937155 - type: nauc_ndcg_at_20_diff1 value: 43.10347921163421 - type: nauc_ndcg_at_20_max value: 45.53253270265022 - type: nauc_ndcg_at_20_std value: -26.63902791862846 - type: nauc_ndcg_at_3_diff1 value: 42.41720274782384 - type: nauc_ndcg_at_3_max value: 42.91778219334943 - type: nauc_ndcg_at_3_std value: -24.793252033594076 - type: nauc_ndcg_at_5_diff1 value: 42.51515034945093 - type: nauc_ndcg_at_5_max value: 41.62080576508792 - type: nauc_ndcg_at_5_std value: -28.209669314955065 - type: nauc_precision_at_1000_diff1 value: -14.89794075433148 - type: nauc_precision_at_1000_max value: 27.85387929356412 - type: nauc_precision_at_1000_std value: 10.728618597190849 - type: nauc_precision_at_100_diff1 value: -13.075270046295856 - type: nauc_precision_at_100_max value: 29.77208946756632 - type: nauc_precision_at_100_std value: 8.491662697326039 - type: nauc_precision_at_10_diff1 value: -4.0826025188781205 - type: nauc_precision_at_10_max value: 39.04278085180075 - type: nauc_precision_at_10_std value: -5.925408651372333 - type: nauc_precision_at_1_diff1 value: 53.91475115581825 - type: nauc_precision_at_1_max value: 49.122529616282016 - type: nauc_precision_at_1_std value: -22.377647552937155 - type: nauc_precision_at_20_diff1 value: -7.93186440645135 - type: nauc_precision_at_20_max value: 35.81281308891365 - type: nauc_precision_at_20_std value: 0.1241277857515697 - type: nauc_precision_at_3_diff1 value: 7.563562511484409 - type: nauc_precision_at_3_max value: 43.43738862378524 - type: nauc_precision_at_3_std value: -11.958059731912615 - type: nauc_precision_at_5_diff1 value: -0.1801152449011624 - type: nauc_precision_at_5_max value: 41.32486715619513 - type: nauc_precision_at_5_std value: -10.088699021919552 - type: nauc_recall_at_1000_diff1 value: 86.93359696819986 - type: nauc_recall_at_1000_max value: 100.0 - type: nauc_recall_at_1000_std value: 72.21843645604022 - type: nauc_recall_at_100_diff1 value: 29.86050842714198 - type: nauc_recall_at_100_max value: 48.106658251136245 - type: nauc_recall_at_100_std value: -14.981886214880035 - type: nauc_recall_at_10_diff1 value: 33.67119240737528 - type: nauc_recall_at_10_max value: 39.271984859561414 - type: nauc_recall_at_10_std value: -35.6434883839217 - type: nauc_recall_at_1_diff1 value: 51.09859596320021 - type: nauc_recall_at_1_max value: 12.406789321338222 - type: nauc_recall_at_1_std value: -18.227486548655076 - type: nauc_recall_at_20_diff1 value: 33.211979983240724 - type: nauc_recall_at_20_max value: 43.47676074743184 - type: nauc_recall_at_20_std value: -33.88107138395349 - type: nauc_recall_at_3_diff1 value: 39.22513750146998 - type: nauc_recall_at_3_max value: 27.066674083840166 - type: nauc_recall_at_3_std value: -26.963282529629893 - type: nauc_recall_at_5_diff1 value: 36.53718917129459 - type: nauc_recall_at_5_max value: 35.40550013169686 - type: nauc_recall_at_5_std value: -34.209159379410806 - type: ndcg_at_1 value: 63.808 - type: ndcg_at_10 value: 68.258 - type: ndcg_at_100 value: 73.38799999999999 - type: ndcg_at_1000 value: 74.03 - type: ndcg_at_20 value: 70.968 - type: ndcg_at_3 value: 62.33 - type: ndcg_at_5 value: 64.096 - type: precision_at_1 value: 63.808 - type: precision_at_10 value: 19.243 - type: precision_at_100 value: 2.367 - type: precision_at_1000 value: 0.245 - type: precision_at_20 value: 10.599 - type: precision_at_3 value: 44.515 - type: precision_at_5 value: 33.467999999999996 - type: recall_at_1 value: 33.06 - type: recall_at_10 value: 77.423 - type: recall_at_100 value: 95.923 - type: recall_at_1000 value: 99.874 - type: recall_at_20 value: 85.782 - type: recall_at_3 value: 57.098000000000006 - type: recall_at_5 value: 67.472 task: type: Retrieval - dataset: config: spa-spa name: MTEB XPQARetrieval (spa-spa) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 72.004 - type: map_at_1 value: 36.248000000000005 - type: map_at_10 value: 65.679 - type: map_at_100 value: 67.22399999999999 - type: map_at_1000 value: 67.264 - type: map_at_20 value: 66.705 - type: map_at_3 value: 56.455 - type: map_at_5 value: 62.997 - type: mrr_at_1 value: 67.71752837326608 - type: mrr_at_10 value: 74.59782021257429 - type: mrr_at_100 value: 75.0640960767943 - type: mrr_at_1000 value: 75.07324799466076 - type: mrr_at_20 value: 74.9323963386884 - type: mrr_at_3 value: 72.95081967213115 - type: mrr_at_5 value: 73.82723833543506 - type: nauc_map_at_1000_diff1 value: 43.111810717567714 - type: nauc_map_at_1000_max value: 44.835247208972476 - type: nauc_map_at_1000_std value: -32.798405973931985 - type: nauc_map_at_100_diff1 value: 43.090223482932764 - type: nauc_map_at_100_max value: 44.83392441557943 - type: nauc_map_at_100_std value: -32.81149166676563 - type: nauc_map_at_10_diff1 value: 42.87841934951979 - type: nauc_map_at_10_max value: 43.9838653389494 - type: nauc_map_at_10_std value: -33.588084643627084 - type: nauc_map_at_1_diff1 value: 54.509245848379095 - type: nauc_map_at_1_max value: 10.05921648322742 - type: nauc_map_at_1_std value: -24.652326014826762 - type: nauc_map_at_20_diff1 value: 43.07468612984794 - type: nauc_map_at_20_max value: 44.75663122615032 - type: nauc_map_at_20_std value: -33.11788887878321 - type: nauc_map_at_3_diff1 value: 44.63272828938906 - type: nauc_map_at_3_max value: 32.1584369869227 - type: nauc_map_at_3_std value: -30.761662210142944 - type: nauc_map_at_5_diff1 value: 42.77296997803048 - type: nauc_map_at_5_max value: 41.78894616737652 - type: nauc_map_at_5_std value: -33.56459774477362 - type: nauc_mrr_at_1000_diff1 value: 53.097544131833494 - type: nauc_mrr_at_1000_max value: 50.61134979184588 - type: nauc_mrr_at_1000_std value: -35.6221191487669 - type: nauc_mrr_at_100_diff1 value: 53.096609856182106 - type: nauc_mrr_at_100_max value: 50.61951585642645 - type: nauc_mrr_at_100_std value: -35.62396157508327 - type: nauc_mrr_at_10_diff1 value: 52.771534471912304 - type: nauc_mrr_at_10_max value: 50.430863224435726 - type: nauc_mrr_at_10_std value: -36.027992076620365 - type: nauc_mrr_at_1_diff1 value: 55.05316238884337 - type: nauc_mrr_at_1_max value: 49.461858515275196 - type: nauc_mrr_at_1_std value: -31.87492636319712 - type: nauc_mrr_at_20_diff1 value: 53.083253469629746 - type: nauc_mrr_at_20_max value: 50.62156424256193 - type: nauc_mrr_at_20_std value: -35.879153692447154 - type: nauc_mrr_at_3_diff1 value: 52.98283109188415 - type: nauc_mrr_at_3_max value: 50.83561260429378 - type: nauc_mrr_at_3_std value: -35.30839538038797 - type: nauc_mrr_at_5_diff1 value: 52.93270510879709 - type: nauc_mrr_at_5_max value: 50.54595596761199 - type: nauc_mrr_at_5_std value: -35.84059376434395 - type: nauc_ndcg_at_1000_diff1 value: 45.343685089209416 - type: nauc_ndcg_at_1000_max value: 47.801141576669465 - type: nauc_ndcg_at_1000_std value: -33.512958862879195 - type: nauc_ndcg_at_100_diff1 value: 45.255590461515894 - type: nauc_ndcg_at_100_max value: 47.99240031881967 - type: nauc_ndcg_at_100_std value: -33.614465006695205 - type: nauc_ndcg_at_10_diff1 value: 43.93472511731019 - type: nauc_ndcg_at_10_max value: 45.92599752897053 - type: nauc_ndcg_at_10_std value: -36.43629114491574 - type: nauc_ndcg_at_1_diff1 value: 55.05316238884337 - type: nauc_ndcg_at_1_max value: 49.461858515275196 - type: nauc_ndcg_at_1_std value: -31.87492636319712 - type: nauc_ndcg_at_20_diff1 value: 44.93534591273201 - type: nauc_ndcg_at_20_max value: 47.55153940713458 - type: nauc_ndcg_at_20_std value: -35.56392448745206 - type: nauc_ndcg_at_3_diff1 value: 43.17916122133396 - type: nauc_ndcg_at_3_max value: 45.603634205103276 - type: nauc_ndcg_at_3_std value: -32.473227507181214 - type: nauc_ndcg_at_5_diff1 value: 44.10242961669216 - type: nauc_ndcg_at_5_max value: 43.61666669031808 - type: nauc_ndcg_at_5_std value: -35.98808321497782 - type: nauc_precision_at_1000_diff1 value: -23.264714449991146 - type: nauc_precision_at_1000_max value: 28.505729576735465 - type: nauc_precision_at_1000_std value: 11.987379232920926 - type: nauc_precision_at_100_diff1 value: -21.156119174614627 - type: nauc_precision_at_100_max value: 30.711646221646255 - type: nauc_precision_at_100_std value: 9.650486536340322 - type: nauc_precision_at_10_diff1 value: -10.98001328477502 - type: nauc_precision_at_10_max value: 39.25638073760597 - type: nauc_precision_at_10_std value: -4.3456859257488 - type: nauc_precision_at_1_diff1 value: 55.05316238884337 - type: nauc_precision_at_1_max value: 49.461858515275196 - type: nauc_precision_at_1_std value: -31.87492636319712 - type: nauc_precision_at_20_diff1 value: -14.97565390664424 - type: nauc_precision_at_20_max value: 36.383835295942355 - type: nauc_precision_at_20_std value: 1.525158880381114 - type: nauc_precision_at_3_diff1 value: 1.0448345623903483 - type: nauc_precision_at_3_max value: 45.69772060667404 - type: nauc_precision_at_3_std value: -13.002685018948293 - type: nauc_precision_at_5_diff1 value: -5.434185597628904 - type: nauc_precision_at_5_max value: 42.99162431099203 - type: nauc_precision_at_5_std value: -9.789308817624534 - type: nauc_recall_at_1000_diff1 value: 12.309303236094845 - type: nauc_recall_at_1000_max value: 100.0 - type: nauc_recall_at_1000_std value: 86.93359696819986 - type: nauc_recall_at_100_diff1 value: 39.093544920901415 - type: nauc_recall_at_100_max value: 55.62814395062938 - type: nauc_recall_at_100_std value: -22.6919033301514 - type: nauc_recall_at_10_diff1 value: 35.50100141633622 - type: nauc_recall_at_10_max value: 39.25750019586647 - type: nauc_recall_at_10_std value: -43.01273078031791 - type: nauc_recall_at_1_diff1 value: 54.509245848379095 - type: nauc_recall_at_1_max value: 10.05921648322742 - type: nauc_recall_at_1_std value: -24.652326014826762 - type: nauc_recall_at_20_diff1 value: 38.1281707132327 - type: nauc_recall_at_20_max value: 43.97950642900301 - type: nauc_recall_at_20_std value: -44.049952771307574 - type: nauc_recall_at_3_diff1 value: 40.01986938242728 - type: nauc_recall_at_3_max value: 27.517114421061173 - type: nauc_recall_at_3_std value: -32.99056780232045 - type: nauc_recall_at_5_diff1 value: 38.52035606499483 - type: nauc_recall_at_5_max value: 37.05834604678859 - type: nauc_recall_at_5_std value: -39.86196378897912 - type: ndcg_at_1 value: 67.718 - type: ndcg_at_10 value: 72.004 - type: ndcg_at_100 value: 76.554 - type: ndcg_at_1000 value: 77.07300000000001 - type: ndcg_at_20 value: 74.37899999999999 - type: ndcg_at_3 value: 66.379 - type: ndcg_at_5 value: 68.082 - type: precision_at_1 value: 67.718 - type: precision_at_10 value: 19.849 - type: precision_at_100 value: 2.3800000000000003 - type: precision_at_1000 value: 0.245 - type: precision_at_20 value: 10.813 - type: precision_at_3 value: 46.574 - type: precision_at_5 value: 34.83 - type: recall_at_1 value: 36.248000000000005 - type: recall_at_10 value: 80.252 - type: recall_at_100 value: 96.73 - type: recall_at_1000 value: 99.874 - type: recall_at_20 value: 87.703 - type: recall_at_3 value: 60.815 - type: recall_at_5 value: 71.16 task: type: Retrieval - dataset: config: fra-eng name: MTEB XPQARetrieval (fra-eng) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 73.729 - type: map_at_1 value: 43.964999999999996 - type: map_at_10 value: 67.803 - type: map_at_100 value: 69.188 - type: map_at_1000 value: 69.21000000000001 - type: map_at_20 value: 68.747 - type: map_at_3 value: 60.972 - type: map_at_5 value: 65.39399999999999 - type: mrr_at_1 value: 68.4913217623498 - type: mrr_at_10 value: 75.2600822260368 - type: mrr_at_100 value: 75.6599169808848 - type: mrr_at_1000 value: 75.66720883727534 - type: mrr_at_20 value: 75.52375865860405 - type: mrr_at_3 value: 73.54250111259452 - type: mrr_at_5 value: 74.51713395638626 - type: nauc_map_at_1000_diff1 value: 46.81533703002097 - type: nauc_map_at_1000_max value: 46.30794757084772 - type: nauc_map_at_1000_std value: -14.953470500312335 - type: nauc_map_at_100_diff1 value: 46.82464740277745 - type: nauc_map_at_100_max value: 46.32852879948254 - type: nauc_map_at_100_std value: -14.950035098066172 - type: nauc_map_at_10_diff1 value: 46.31406143369831 - type: nauc_map_at_10_max value: 45.337593270786634 - type: nauc_map_at_10_std value: -16.011789445907876 - type: nauc_map_at_1_diff1 value: 57.097134715065835 - type: nauc_map_at_1_max value: 21.93931500350721 - type: nauc_map_at_1_std value: -15.134457251301637 - type: nauc_map_at_20_diff1 value: 46.47030891134173 - type: nauc_map_at_20_max value: 46.29169960276292 - type: nauc_map_at_20_std value: -15.14241106541829 - type: nauc_map_at_3_diff1 value: 50.27064228648596 - type: nauc_map_at_3_max value: 39.43058773971639 - type: nauc_map_at_3_std value: -16.16545993089126 - type: nauc_map_at_5_diff1 value: 46.974867679747426 - type: nauc_map_at_5_max value: 44.31091104855002 - type: nauc_map_at_5_std value: -16.50175337658926 - type: nauc_mrr_at_1000_diff1 value: 55.20294005110399 - type: nauc_mrr_at_1000_max value: 51.947725719119966 - type: nauc_mrr_at_1000_std value: -14.586112939597232 - type: nauc_mrr_at_100_diff1 value: 55.20426251109304 - type: nauc_mrr_at_100_max value: 51.95648725402534 - type: nauc_mrr_at_100_std value: -14.579769236539143 - type: nauc_mrr_at_10_diff1 value: 54.93870506205835 - type: nauc_mrr_at_10_max value: 51.89312772900638 - type: nauc_mrr_at_10_std value: -14.692635010092939 - type: nauc_mrr_at_1_diff1 value: 56.54945935175171 - type: nauc_mrr_at_1_max value: 51.28134504197991 - type: nauc_mrr_at_1_std value: -12.909042186563061 - type: nauc_mrr_at_20_diff1 value: 55.10667018041461 - type: nauc_mrr_at_20_max value: 51.98236870783707 - type: nauc_mrr_at_20_std value: -14.599377575198025 - type: nauc_mrr_at_3_diff1 value: 55.67124311746892 - type: nauc_mrr_at_3_max value: 51.77903236246767 - type: nauc_mrr_at_3_std value: -14.94452633860763 - type: nauc_mrr_at_5_diff1 value: 55.42849172366371 - type: nauc_mrr_at_5_max value: 51.76902965753959 - type: nauc_mrr_at_5_std value: -15.357993534727072 - type: nauc_ndcg_at_1000_diff1 value: 48.736844959280326 - type: nauc_ndcg_at_1000_max value: 48.92891159935398 - type: nauc_ndcg_at_1000_std value: -13.983968675611056 - type: nauc_ndcg_at_100_diff1 value: 48.73859328503975 - type: nauc_ndcg_at_100_max value: 49.31867149556439 - type: nauc_ndcg_at_100_std value: -13.72387564912742 - type: nauc_ndcg_at_10_diff1 value: 46.50313862975287 - type: nauc_ndcg_at_10_max value: 47.13599793554596 - type: nauc_ndcg_at_10_std value: -16.317919977400113 - type: nauc_ndcg_at_1_diff1 value: 56.54945935175171 - type: nauc_ndcg_at_1_max value: 51.28134504197991 - type: nauc_ndcg_at_1_std value: -12.909042186563061 - type: nauc_ndcg_at_20_diff1 value: 47.01727117133912 - type: nauc_ndcg_at_20_max value: 49.121366036709105 - type: nauc_ndcg_at_20_std value: -14.411078677638775 - type: nauc_ndcg_at_3_diff1 value: 49.229581145458276 - type: nauc_ndcg_at_3_max value: 47.427609717032 - type: nauc_ndcg_at_3_std value: -16.52066627289908 - type: nauc_ndcg_at_5_diff1 value: 48.0152514127505 - type: nauc_ndcg_at_5_max value: 46.12152407850816 - type: nauc_ndcg_at_5_std value: -17.613295491954656 - type: nauc_precision_at_1000_diff1 value: -25.959006032642463 - type: nauc_precision_at_1000_max value: 12.81002362947137 - type: nauc_precision_at_1000_std value: 12.575312826061513 - type: nauc_precision_at_100_diff1 value: -24.35413527283394 - type: nauc_precision_at_100_max value: 14.878359236477303 - type: nauc_precision_at_100_std value: 12.384426050018428 - type: nauc_precision_at_10_diff1 value: -17.93220761770618 - type: nauc_precision_at_10_max value: 23.523485811847294 - type: nauc_precision_at_10_std value: 4.424456968716939 - type: nauc_precision_at_1_diff1 value: 56.54945935175171 - type: nauc_precision_at_1_max value: 51.28134504197991 - type: nauc_precision_at_1_std value: -12.909042186563061 - type: nauc_precision_at_20_diff1 value: -21.776871398686936 - type: nauc_precision_at_20_max value: 21.18436338264366 - type: nauc_precision_at_20_std value: 9.937274986573321 - type: nauc_precision_at_3_diff1 value: -1.2411845580934435 - type: nauc_precision_at_3_max value: 34.962281941875 - type: nauc_precision_at_3_std value: -2.447892908501237 - type: nauc_precision_at_5_diff1 value: -11.134164534114085 - type: nauc_precision_at_5_max value: 30.22079740070525 - type: nauc_precision_at_5_std value: -0.24232594421765946 - type: nauc_recall_at_1000_diff1 value: .nan - type: nauc_recall_at_1000_max value: .nan - type: nauc_recall_at_1000_std value: .nan - type: nauc_recall_at_100_diff1 value: 43.3647412452869 - type: nauc_recall_at_100_max value: 63.50094950500327 - type: nauc_recall_at_100_std value: 2.3911909633714044 - type: nauc_recall_at_10_diff1 value: 33.993445071666855 - type: nauc_recall_at_10_max value: 41.38694129134144 - type: nauc_recall_at_10_std value: -19.308698266099096 - type: nauc_recall_at_1_diff1 value: 57.097134715065835 - type: nauc_recall_at_1_max value: 21.93931500350721 - type: nauc_recall_at_1_std value: -15.134457251301637 - type: nauc_recall_at_20_diff1 value: 32.03888531880772 - type: nauc_recall_at_20_max value: 49.660787482562085 - type: nauc_recall_at_20_std value: -12.641456758778382 - type: nauc_recall_at_3_diff1 value: 47.94527082900579 - type: nauc_recall_at_3_max value: 36.51733131437679 - type: nauc_recall_at_3_std value: -18.65511713247495 - type: nauc_recall_at_5_diff1 value: 42.04545772092305 - type: nauc_recall_at_5_max value: 41.21440912972303 - type: nauc_recall_at_5_std value: -21.47386527081128 - type: ndcg_at_1 value: 68.491 - type: ndcg_at_10 value: 73.729 - type: ndcg_at_100 value: 77.684 - type: ndcg_at_1000 value: 78.084 - type: ndcg_at_20 value: 75.795 - type: ndcg_at_3 value: 68.568 - type: ndcg_at_5 value: 70.128 - type: precision_at_1 value: 68.491 - type: precision_at_10 value: 16.996 - type: precision_at_100 value: 2.023 - type: precision_at_1000 value: 0.207 - type: precision_at_20 value: 9.246 - type: precision_at_3 value: 41.923 - type: precision_at_5 value: 29.826000000000004 - type: recall_at_1 value: 43.964999999999996 - type: recall_at_10 value: 82.777 - type: recall_at_100 value: 97.287 - type: recall_at_1000 value: 100.0 - type: recall_at_20 value: 89.183 - type: recall_at_3 value: 65.803 - type: recall_at_5 value: 74.119 task: type: Retrieval - dataset: config: fra-fra name: MTEB XPQARetrieval (fr) revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f split: test type: jinaai/xpqa metrics: - type: main_score value: 77.581 - type: map_at_1 value: 46.444 - type: map_at_10 value: 72.084 - type: map_at_100 value: 73.175 - type: map_at_1000 value: 73.193 - type: map_at_20 value: 72.77799999999999 - type: map_at_3 value: 65.242 - type: map_at_5 value: 69.926 - type: mrr_at_1 value: 71.82910547396529 - type: mrr_at_10 value: 78.66594612923046 - type: mrr_at_100 value: 78.97334934049613 - type: mrr_at_1000 value: 78.97687021803557 - type: mrr_at_20 value: 78.85701141744282 - type: mrr_at_3 value: 76.96929238985311 - type: mrr_at_5 value: 77.99732977303067 - type: nauc_map_at_1000_diff1 value: 49.090956807097804 - type: nauc_map_at_1000_max value: 52.01095354889508 - type: nauc_map_at_1000_std value: -12.182870421711026 - type: nauc_map_at_100_diff1 value: 49.091664766684566 - type: nauc_map_at_100_max value: 52.017499797253755 - type: nauc_map_at_100_std value: -12.188342487271528 - type: nauc_map_at_10_diff1 value: 48.6619338205362 - type: nauc_map_at_10_max value: 50.93591260329888 - type: nauc_map_at_10_std value: -12.899399261673365 - type: nauc_map_at_1_diff1 value: 61.89699552471587 - type: nauc_map_at_1_max value: 22.387748207421946 - type: nauc_map_at_1_std value: -17.139518194308437 - type: nauc_map_at_20_diff1 value: 48.72828404686453 - type: nauc_map_at_20_max value: 51.781074586075434 - type: nauc_map_at_20_std value: -12.174270605093136 - type: nauc_map_at_3_diff1 value: 53.11509580126934 - type: nauc_map_at_3_max value: 42.1768380145106 - type: nauc_map_at_3_std value: -14.98340833032363 - type: nauc_map_at_5_diff1 value: 49.60521390803235 - type: nauc_map_at_5_max value: 49.80360562029127 - type: nauc_map_at_5_std value: -13.900652140457618 - type: nauc_mrr_at_1000_diff1 value: 58.10782478654255 - type: nauc_mrr_at_1000_max value: 61.31083013535486 - type: nauc_mrr_at_1000_std value: -9.624904298545921 - type: nauc_mrr_at_100_diff1 value: 58.11041683306092 - type: nauc_mrr_at_100_max value: 61.31590199755797 - type: nauc_mrr_at_100_std value: -9.625991053580865 - type: nauc_mrr_at_10_diff1 value: 57.883701815695375 - type: nauc_mrr_at_10_max value: 61.36276126424689 - type: nauc_mrr_at_10_std value: -9.495072468420386 - type: nauc_mrr_at_1_diff1 value: 60.18176977079093 - type: nauc_mrr_at_1_max value: 59.697615236642555 - type: nauc_mrr_at_1_std value: -9.396133077966779 - type: nauc_mrr_at_20_diff1 value: 57.964817434006754 - type: nauc_mrr_at_20_max value: 61.34073539502932 - type: nauc_mrr_at_20_std value: -9.602378876645131 - type: nauc_mrr_at_3_diff1 value: 58.44338049427257 - type: nauc_mrr_at_3_max value: 60.92272989411293 - type: nauc_mrr_at_3_std value: -9.928970439416162 - type: nauc_mrr_at_5_diff1 value: 58.01513016866578 - type: nauc_mrr_at_5_max value: 61.46805302986586 - type: nauc_mrr_at_5_std value: -9.842227002440984 - type: nauc_ndcg_at_1000_diff1 value: 50.99293152828167 - type: nauc_ndcg_at_1000_max value: 56.14232784664811 - type: nauc_ndcg_at_1000_std value: -10.529213072410288 - type: nauc_ndcg_at_100_diff1 value: 50.99385944312529 - type: nauc_ndcg_at_100_max value: 56.34825518954588 - type: nauc_ndcg_at_100_std value: -10.398943874846047 - type: nauc_ndcg_at_10_diff1 value: 48.51273364357823 - type: nauc_ndcg_at_10_max value: 53.77871849486298 - type: nauc_ndcg_at_10_std value: -11.82105972112472 - type: nauc_ndcg_at_1_diff1 value: 60.18176977079093 - type: nauc_ndcg_at_1_max value: 59.697615236642555 - type: nauc_ndcg_at_1_std value: -9.396133077966779 - type: nauc_ndcg_at_20_diff1 value: 49.04268319033412 - type: nauc_ndcg_at_20_max value: 55.47011381097071 - type: nauc_ndcg_at_20_std value: -10.486452945493042 - type: nauc_ndcg_at_3_diff1 value: 50.95112745400584 - type: nauc_ndcg_at_3_max value: 53.45473828705577 - type: nauc_ndcg_at_3_std value: -13.420699384045728 - type: nauc_ndcg_at_5_diff1 value: 50.313156212000074 - type: nauc_ndcg_at_5_max value: 52.78539129309866 - type: nauc_ndcg_at_5_std value: -13.586274096509122 - type: nauc_precision_at_1000_diff1 value: -31.13772049254778 - type: nauc_precision_at_1000_max value: 17.2847598361294 - type: nauc_precision_at_1000_std value: 15.497531773816887 - type: nauc_precision_at_100_diff1 value: -29.98812263553739 - type: nauc_precision_at_100_max value: 19.048620003227654 - type: nauc_precision_at_100_std value: 15.38499952171958 - type: nauc_precision_at_10_diff1 value: -25.33028097412579 - type: nauc_precision_at_10_max value: 26.077919168306853 - type: nauc_precision_at_10_std value: 11.35352933466097 - type: nauc_precision_at_1_diff1 value: 60.18176977079093 - type: nauc_precision_at_1_max value: 59.697615236642555 - type: nauc_precision_at_1_std value: -9.396133077966779 - type: nauc_precision_at_20_diff1 value: -28.417606311068905 - type: nauc_precision_at_20_max value: 23.958679828637692 - type: nauc_precision_at_20_std value: 14.442021499194205 - type: nauc_precision_at_3_diff1 value: -8.127396049790482 - type: nauc_precision_at_3_max value: 37.348067982957076 - type: nauc_precision_at_3_std value: 4.747913619596849 - type: nauc_precision_at_5_diff1 value: -16.902418446058395 - type: nauc_precision_at_5_max value: 32.73583852552014 - type: nauc_precision_at_5_std value: 7.031446423850052 - type: nauc_recall_at_1000_diff1 value: -14.485978369112514 - type: nauc_recall_at_1000_max value: 78.59123887333172 - type: nauc_recall_at_1000_std value: 90.7384575424963 - type: nauc_recall_at_100_diff1 value: 41.47842281590715 - type: nauc_recall_at_100_max value: 67.47271545727422 - type: nauc_recall_at_100_std value: 14.555561992253999 - type: nauc_recall_at_10_diff1 value: 33.05308907973924 - type: nauc_recall_at_10_max value: 45.49878918493155 - type: nauc_recall_at_10_std value: -11.560069806810926 - type: nauc_recall_at_1_diff1 value: 61.89699552471587 - type: nauc_recall_at_1_max value: 22.387748207421946 - type: nauc_recall_at_1_std value: -17.139518194308437 - type: nauc_recall_at_20_diff1 value: 31.305721376453754 - type: nauc_recall_at_20_max value: 51.24817763724019 - type: nauc_recall_at_20_std value: -5.0809908162023145 - type: nauc_recall_at_3_diff1 value: 49.27109038342917 - type: nauc_recall_at_3_max value: 37.69188317998447 - type: nauc_recall_at_3_std value: -17.119900758664336 - type: nauc_recall_at_5_diff1 value: 42.74501803377967 - type: nauc_recall_at_5_max value: 46.877008503354844 - type: nauc_recall_at_5_std value: -15.704892082115975 - type: ndcg_at_1 value: 71.829 - type: ndcg_at_10 value: 77.581 - type: ndcg_at_100 value: 80.75 - type: ndcg_at_1000 value: 81.026 - type: ndcg_at_20 value: 79.092 - type: ndcg_at_3 value: 72.81 - type: ndcg_at_5 value: 74.22999999999999 - type: precision_at_1 value: 71.829 - type: precision_at_10 value: 17.717 - type: precision_at_100 value: 2.031 - type: precision_at_1000 value: 0.207 - type: precision_at_20 value: 9.399000000000001 - type: precision_at_3 value: 44.458999999999996 - type: precision_at_5 value: 31.535000000000004 - type: recall_at_1 value: 46.444 - type: recall_at_10 value: 86.275 - type: recall_at_100 value: 98.017 - type: recall_at_1000 value: 99.8 - type: recall_at_20 value: 90.935 - type: recall_at_3 value: 70.167 - type: recall_at_5 value: 78.2 task: type: Retrieval ---

Finetuner logo: Finetuner helps you to create experiments in order to improve embeddings on search tasks. It accompanies you to deliver the last mile of performance-tuning for neural search applications.

The embedding model trained by Jina AI.

jina-embeddings-v3: Multilingual Embeddings With Task LoRA

## Quick Start The easiest way to start using `jina-embeddings-v3` is with the [Jina Embedding API](https://jina.ai/embeddings/). ## Intended Usage & Model Info `jina-embeddings-v3` is a **multilingual multi-task text embedding model** designed for a variety of NLP applications. Based on the [Jina-XLM-RoBERTa architecture](https://huggingface.co/jinaai/xlm-roberta-flash-implementation), this model supports Rotary Position Embeddings to handle long input sequences up to **8192 tokens**. Additionally, it features 5 LoRA adapters to generate task-specific embeddings efficiently. ### Key Features: - **Extended Sequence Length:** Supports up to 8192 tokens with RoPE. - **Task-Specific Embedding:** Customize embeddings through the `task` argument with the following options: - `retrieval.query`: Used for query embeddings in asymmetric retrieval tasks - `retrieval.passage`: Used for passage embeddings in asymmetric retrieval tasks - `separation`: Used for embeddings in clustering and re-ranking applications - `classification`: Used for embeddings in classification tasks - `text-matching`: Used for embeddings in tasks that quantify similarity between two texts, such as STS or symmetric retrieval tasks - **Matryoshka Embeddings**: Supports flexible embedding sizes (`32, 64, 128, 256, 512, 768, 1024`), allowing for truncating embeddings to fit your application. ### Supported Languages: While the foundation model supports 100 languages, we've focused our tuning efforts on the following 30 languages: **Arabic, Bengali, Chinese, Danish, Dutch, English, Finnish, French, Georgian, German, Greek, Hindi, Indonesian, Italian, Japanese, Korean, Latvian, Norwegian, Polish, Portuguese, Romanian, Russian, Slovak, Spanish, Swedish, Thai, Turkish, Ukrainian, Urdu,** and **Vietnamese.** ## Usage **
Apply mean pooling when integrating the model.**

### Why Use Mean Pooling? Mean pooling takes all token embeddings from the model's output and averages them at the sentence or paragraph level. This approach has been shown to produce high-quality sentence embeddings. We provide an `encode` function that handles this for you automatically. However, if you're working with the model directly, outside of the `encode` function, you'll need to apply mean pooling manually. Here's how you can do it: ```python import torch import torch.nn.functional as F from transformers import AutoTokenizer, AutoModel def mean_pooling(model_output, attention_mask): token_embeddings = model_output[0] input_mask_expanded = ( attention_mask.unsqueeze(-1).expand(token_embeddings.size()).float() ) return torch.sum(token_embeddings * input_mask_expanded, 1) / torch.clamp( input_mask_expanded.sum(1), min=1e-9 ) sentences = ["How is the weather today?", "What is the current weather like today?"] tokenizer = AutoTokenizer.from_pretrained("jinaai/jina-embeddings-v3") model = AutoModel.from_pretrained("jinaai/jina-embeddings-v3", trust_remote_code=True) encoded_input = tokenizer(sentences, padding=True, truncation=True, return_tensors="pt") task = 'retrieval.query' task_id = model._adaptation_map[task] adapter_mask = torch.full((len(sentences),), task_id, dtype=torch.int32) with torch.no_grad(): model_output = model(**encoded_input, adapter_mask=adapter_mask) embeddings = mean_pooling(model_output, encoded_input["attention_mask"]) embeddings = F.normalize(embeddings, p=2, dim=1) ```

The easiest way to start using `jina-embeddings-v3` is with the [Jina Embedding API](https://jina.ai/embeddings/). Alternatively, you can use `jina-embeddings-v3` directly via Transformers package: ```bash !pip install transformers torch einops !pip install 'numpy<2' ``` If you run it on a GPU that support [FlashAttention-2](https://github.com/Dao-AILab/flash-attention). By 2024.9.12, it supports Ampere, Ada, or Hopper GPUs (e.g., A100, RTX 3090, RTX 4090, H100), ```bash !pip install flash-attn --no-build-isolation ``` ```python from transformers import AutoModel # Initialize the model model = AutoModel.from_pretrained("jinaai/jina-embeddings-v3", trust_remote_code=True) texts = [ "Follow the white rabbit.", # English "Sigue al conejo blanco.", # Spanish "Suis le lapin blanc.", # French "跟着白兔走。", # Chinese "اتبع الأرنب الأبيض.", # Arabic "Folge dem weißen Kaninchen.", # German ] # When calling the `encode` function, you can choose a `task` based on the use case: # 'retrieval.query', 'retrieval.passage', 'separation', 'classification', 'text-matching' # Alternatively, you can choose not to pass a `task`, and no specific LoRA adapter will be used. embeddings = model.encode(texts, task="text-matching") # Compute similarities print(embeddings[0] @ embeddings[1].T) ``` By default, the model supports a maximum sequence length of 8192 tokens. However, if you want to truncate your input texts to a shorter length, you can pass the `max_length` parameter to the `encode` function: ```python embeddings = model.encode(["Very long ... document"], max_length=2048) ``` In case you want to use **Matryoshka embeddings** and switch to a different dimension, you can adjust it by passing the `truncate_dim` parameter to the `encode` function: ```python embeddings = model.encode(['Sample text'], truncate_dim=256) ``` The latest version (3.1.0) of [SentenceTransformers](https://github.com/UKPLab/sentence-transformers) also supports `jina-embeddings-v3`: ```bash !pip install -U sentence-transformers ``` ```python from sentence_transformers import SentenceTransformer model = SentenceTransformer("jinaai/jina-embeddings-v3", trust_remote_code=True) task = "retrieval.query" embeddings = model.encode( ["What is the weather like in Berlin today?"], task=task, prompt_name=task, ) ``` **
ONNX Inference.**

You can use ONNX for efficient inference with `jina-embeddings-v3`: ```python import onnxruntime import numpy as np from transformers import AutoTokenizer, PretrainedConfig # Load tokenizer and model config tokenizer = AutoTokenizer.from_pretrained('jinaai/jina-embeddings-v3') config = PretrainedConfig.from_pretrained('jinaai/jina-embeddings-v3') # Tokenize input input_text = tokenizer('sample text', return_tensors='np') # ONNX session model_path = 'jina-embeddings-v3/onnx/model.onnx' session = onnxruntime.InferenceSession(model_path) # Prepare inputs for ONNX model task_type = 'text-matching' task_id = np.array(config.lora_adaptations.index(task_type), dtype=np.int64) inputs = { 'input_ids': input_text['input_ids'], 'attention_mask': input_text['attention_mask'], 'task_id': task_id } # Run model outputs = session.run(None, inputs) ```

## Contact Join our [Discord community](https://discord.jina.ai) and chat with other community members about ideas. ## License `jina-embeddings-v3` is listed on AWS & Azure. If you need to use it beyond those platforms or on-premises within your company, note that the models is licensed under CC BY-NC 4.0. For commercial usage inquiries, feel free to [contact us](https://jina.ai/contact-sales/). ## Citation If you find `jina-embeddings-v3` useful in your research, please cite the following paper: ```bibtex @misc{sturua2024jinaembeddingsv3multilingualembeddingstask, title={jina-embeddings-v3: Multilingual Embeddings With Task LoRA}, author={Saba Sturua and Isabelle Mohr and Mohammad Kalim Akram and Michael Günther and Bo Wang and Markus Krimmel and Feng Wang and Georgios Mastrapas and Andreas Koukounas and Andreas Koukounas and Nan Wang and Han Xiao}, year={2024}, eprint={2409.10173}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2409.10173}, } ```