all_data_tasks/7/default.jsonl

{"index":5,"Rank":1,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/KeyurRamoliya\/multilingual-e5-large-instruct-GGUF\">multilingual-e5-large-instruct-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":84.29,"BUCC (de-en)":99.61,"BUCC (fr-en)":99.15,"BUCC (ru-en)":97.87,"BUCC (zh-en)":99.39,"Tatoeba (afr-eng)":95.4,"Tatoeba (amh-eng)":87.14,"Tatoeba (ang-eng)":72.81,"Tatoeba (ara-eng)":91.1,"Tatoeba (arq-eng)":63.07,"Tatoeba (arz-eng)":81.86,"Tatoeba (ast-eng)":89.76,"Tatoeba (awa-eng)":91.99,"Tatoeba (aze-eng)":93.79,"Tatoeba (bel-eng)":95.55,"Tatoeba (ben-eng)":89.13,"Tatoeba (ber-eng)":55.58,"Tatoeba (bos-eng)":95.86,"Tatoeba (bre-eng)":32.94,"Tatoeba (bul-eng)":94.38,"Tatoeba (cat-eng)":94.93,"Tatoeba (cbk-eng)":84.1,"Tatoeba (ceb-eng)":70.78,"Tatoeba (ces-eng)":96.57,"Tatoeba (cha-eng)":51.46,"Tatoeba (cmn-eng)":96.37,"Tatoeba (cor-eng)":11.82,"Tatoeba (csb-eng)":66.59,"Tatoeba (cym-eng)":89.97,"Tatoeba (dan-eng)":95.3,"Tatoeba (deu-eng)":99.33,"Tatoeba (dsb-eng)":72.0,"Tatoeba (dtp-eng)":14.51,"Tatoeba (ell-eng)":95.12,"Tatoeba (epo-eng)":98.48,"Tatoeba (est-eng)":88.03,"Tatoeba (eus-eng)":84.72,"Tatoeba (fao-eng)":86.77,"Tatoeba (fin-eng)":96.92,"Tatoeba (fra-eng)":95.02,"Tatoeba (fry-eng)":82.47,"Tatoeba (gla-eng)":78.33,"Tatoeba (gle-eng)":84.99,"Tatoeba (glg-eng)":96.22,"Tatoeba (gsw-eng)":61.9,"Tatoeba (heb-eng)":91.46,"Tatoeba (hin-eng)":97.6,"Tatoeba (hrv-eng)":96.75,"Tatoeba (hsb-eng)":79.45,"Tatoeba (hun-eng)":94.33,"Tatoeba (hye-eng)":93.52,"Tatoeba (ido-eng)":91.92,"Tatoeba (ile-eng)":89.78,"Tatoeba (ina-eng)":96.27,"Tatoeba (ind-eng)":94.42,"Tatoeba (isl-eng)":95.0,"Tatoeba (ita-eng)":94.67,"Tatoeba (jav-eng)":85.28,"Tatoeba (jpn-eng)":96.12,"Tatoeba (kab-eng)":57.85,"Tatoeba (kat-eng)":92.47,"Tatoeba (kaz-eng)":87.72,"Tatoeba (khm-eng)":73.27,"Tatoeba (kor-eng)":91.97,"Tatoeba (kur-eng)":77.33,"Tatoeba (kzj-eng)":14.98,"Tatoeba (lat-eng)":74.51,"Tatoeba (lfn-eng)":80.68,"Tatoeba (lit-eng)":92.01,"Tatoeba (lvs-eng)":92.81,"Tatoeba (mal-eng)":98.93,"Tatoeba (mar-eng)":92.58,"Tatoeba (max-eng)":73.44,"Tatoeba (mhr-eng)":16.92,"Tatoeba (mkd-eng)":92.49,"Tatoeba (mon-eng)":95.49,"Tatoeba (nds-eng)":86.32,"Tatoeba (nld-eng)":97.2,"Tatoeba (nno-eng)":94.26,"Tatoeba (nob-eng)":98.2,"Tatoeba (nov-eng)":83.0,"Tatoeba (oci-eng)":71.91,"Tatoeba (orv-eng)":58.29,"Tatoeba (pam-eng)":19.63,"Tatoeba (pes-eng)":94.57,"Tatoeba (pms-eng)":77.98,"Tatoeba (pol-eng)":97.27,"Tatoeba (por-eng)":94.91,"Tatoeba (ron-eng)":97.18,"Tatoeba (rus-eng)":93.57,"Tatoeba (slk-eng)":95.13,"Tatoeba (slv-eng)":91.91,"Tatoeba (spa-eng)":98.6,"Tatoeba (sqi-eng)":96.75,"Tatoeba (srp-eng)":94.53,"Tatoeba (swe-eng)":95.72,"Tatoeba (swg-eng)":77.68,"Tatoeba (swh-eng)":80.91,"Tatoeba (tam-eng)":90.65,"Tatoeba (tat-eng)":84.61,"Tatoeba (tel-eng)":96.08,"Tatoeba (tgl-eng)":95.85,"Tatoeba (tha-eng)":96.72,"Tatoeba (tuk-eng)":49.64,"Tatoeba (tur-eng)":98.27,"Tatoeba (tzl-eng)":61.09,"Tatoeba (uig-eng)":86.82,"Tatoeba (ukr-eng)":94.78,"Tatoeba (urd-eng)":93.41,"Tatoeba (uzb-eng)":80.55,"Tatoeba (vie-eng)":97.1,"Tatoeba (war-eng)":74.4,"Tatoeba (wuu-eng)":92.34,"Tatoeba (xho-eng)":88.26,"Tatoeba (yid-eng)":90.38,"Tatoeba (yue-eng)":93.47,"Tatoeba (zsm-eng)":96.48}
{"index":19,"Rank":2,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-large-instruct\">multilingual-e5-large-instruct<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":84.29,"BUCC (de-en)":99.61,"BUCC (fr-en)":99.15,"BUCC (ru-en)":97.87,"BUCC (zh-en)":99.39,"Tatoeba (afr-eng)":95.4,"Tatoeba (amh-eng)":87.14,"Tatoeba (ang-eng)":72.81,"Tatoeba (ara-eng)":91.1,"Tatoeba (arq-eng)":63.07,"Tatoeba (arz-eng)":81.86,"Tatoeba (ast-eng)":89.76,"Tatoeba (awa-eng)":91.99,"Tatoeba (aze-eng)":93.79,"Tatoeba (bel-eng)":95.55,"Tatoeba (ben-eng)":89.13,"Tatoeba (ber-eng)":55.58,"Tatoeba (bos-eng)":95.86,"Tatoeba (bre-eng)":32.94,"Tatoeba (bul-eng)":94.38,"Tatoeba (cat-eng)":94.93,"Tatoeba (cbk-eng)":84.1,"Tatoeba (ceb-eng)":70.78,"Tatoeba (ces-eng)":96.57,"Tatoeba (cha-eng)":51.46,"Tatoeba (cmn-eng)":96.37,"Tatoeba (cor-eng)":11.82,"Tatoeba (csb-eng)":66.59,"Tatoeba (cym-eng)":89.97,"Tatoeba (dan-eng)":95.3,"Tatoeba (deu-eng)":99.33,"Tatoeba (dsb-eng)":72.0,"Tatoeba (dtp-eng)":14.51,"Tatoeba (ell-eng)":95.12,"Tatoeba (epo-eng)":98.48,"Tatoeba (est-eng)":88.03,"Tatoeba (eus-eng)":84.72,"Tatoeba (fao-eng)":86.77,"Tatoeba (fin-eng)":96.92,"Tatoeba (fra-eng)":95.02,"Tatoeba (fry-eng)":82.47,"Tatoeba (gla-eng)":78.33,"Tatoeba (gle-eng)":84.99,"Tatoeba (glg-eng)":96.22,"Tatoeba (gsw-eng)":61.9,"Tatoeba (heb-eng)":91.46,"Tatoeba (hin-eng)":97.6,"Tatoeba (hrv-eng)":96.75,"Tatoeba (hsb-eng)":79.45,"Tatoeba (hun-eng)":94.33,"Tatoeba (hye-eng)":93.52,"Tatoeba (ido-eng)":91.92,"Tatoeba (ile-eng)":89.78,"Tatoeba (ina-eng)":96.27,"Tatoeba (ind-eng)":94.42,"Tatoeba (isl-eng)":95.0,"Tatoeba (ita-eng)":94.67,"Tatoeba (jav-eng)":85.28,"Tatoeba (jpn-eng)":96.12,"Tatoeba (kab-eng)":57.85,"Tatoeba (kat-eng)":92.47,"Tatoeba (kaz-eng)":87.72,"Tatoeba (khm-eng)":73.27,"Tatoeba (kor-eng)":91.97,"Tatoeba (kur-eng)":77.33,"Tatoeba (kzj-eng)":14.98,"Tatoeba (lat-eng)":74.51,"Tatoeba (lfn-eng)":80.68,"Tatoeba (lit-eng)":92.01,"Tatoeba (lvs-eng)":92.81,"Tatoeba (mal-eng)":98.93,"Tatoeba (mar-eng)":92.58,"Tatoeba (max-eng)":73.44,"Tatoeba (mhr-eng)":16.92,"Tatoeba (mkd-eng)":92.49,"Tatoeba (mon-eng)":95.49,"Tatoeba (nds-eng)":86.32,"Tatoeba (nld-eng)":97.2,"Tatoeba (nno-eng)":94.26,"Tatoeba (nob-eng)":98.2,"Tatoeba (nov-eng)":83.0,"Tatoeba (oci-eng)":71.91,"Tatoeba (orv-eng)":58.29,"Tatoeba (pam-eng)":19.63,"Tatoeba (pes-eng)":94.57,"Tatoeba (pms-eng)":77.98,"Tatoeba (pol-eng)":97.27,"Tatoeba (por-eng)":94.91,"Tatoeba (ron-eng)":97.18,"Tatoeba (rus-eng)":93.57,"Tatoeba (slk-eng)":95.13,"Tatoeba (slv-eng)":91.91,"Tatoeba (spa-eng)":98.6,"Tatoeba (sqi-eng)":96.75,"Tatoeba (srp-eng)":94.53,"Tatoeba (swe-eng)":95.72,"Tatoeba (swg-eng)":77.68,"Tatoeba (swh-eng)":80.91,"Tatoeba (tam-eng)":90.65,"Tatoeba (tat-eng)":84.61,"Tatoeba (tel-eng)":96.08,"Tatoeba (tgl-eng)":95.85,"Tatoeba (tha-eng)":96.72,"Tatoeba (tuk-eng)":49.64,"Tatoeba (tur-eng)":98.27,"Tatoeba (tzl-eng)":61.09,"Tatoeba (uig-eng)":86.82,"Tatoeba (ukr-eng)":94.78,"Tatoeba (urd-eng)":93.41,"Tatoeba (uzb-eng)":80.55,"Tatoeba (vie-eng)":97.1,"Tatoeba (war-eng)":74.4,"Tatoeba (wuu-eng)":92.34,"Tatoeba (xho-eng)":88.26,"Tatoeba (yid-eng)":90.38,"Tatoeba (yue-eng)":93.47,"Tatoeba (zsm-eng)":96.48}
{"index":15,"Rank":3,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/facebook\/SONAR\">SONAR<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":82.67,"BUCC (de-en)":98.82,"BUCC (fr-en)":98.09,"BUCC (ru-en)":97.37,"BUCC (zh-en)":98.72,"Tatoeba (afr-eng)":97.47,"Tatoeba (amh-eng)":91.67,"Tatoeba (ang-eng)":46.34,"Tatoeba (ara-eng)":93.83,"Tatoeba (arq-eng)":75.41,"Tatoeba (arz-eng)":86.76,"Tatoeba (ast-eng)":90.81,"Tatoeba (awa-eng)":87.86,"Tatoeba (aze-eng)":89.12,"Tatoeba (bel-eng)":95.68,"Tatoeba (ben-eng)":89.02,"Tatoeba (ber-eng)":29.29,"Tatoeba (bos-eng)":95.9,"Tatoeba (bre-eng)":8.48,"Tatoeba (bul-eng)":94.52,"Tatoeba (cat-eng)":96.65,"Tatoeba (cbk-eng)":80.47,"Tatoeba (ceb-eng)":74.67,"Tatoeba (ces-eng)":96.88,"Tatoeba (cha-eng)":25.11,"Tatoeba (cmn-eng)":93.8,"Tatoeba (cor-eng)":9.98,"Tatoeba (csb-eng)":77.98,"Tatoeba (cym-eng)":91.3,"Tatoeba (dan-eng)":97.09,"Tatoeba (deu-eng)":99.13,"Tatoeba (dsb-eng)":64.48,"Tatoeba (dtp-eng)":7.95,"Tatoeba (ell-eng)":95.47,"Tatoeba (epo-eng)":98.47,"Tatoeba (est-eng)":97.17,"Tatoeba (eus-eng)":95.38,"Tatoeba (fao-eng)":93.6,"Tatoeba (fin-eng)":97.83,"Tatoeba (fra-eng)":95.37,"Tatoeba (fry-eng)":59.45,"Tatoeba (gla-eng)":80.89,"Tatoeba (gle-eng)":91.63,"Tatoeba (glg-eng)":97.28,"Tatoeba (gsw-eng)":54.83,"Tatoeba (heb-eng)":92.34,"Tatoeba (hin-eng)":97.07,"Tatoeba (hrv-eng)":97.65,"Tatoeba (hsb-eng)":77.87,"Tatoeba (hun-eng)":96.93,"Tatoeba (hye-eng)":95.15,"Tatoeba (ido-eng)":93.67,"Tatoeba (ile-eng)":81.0,"Tatoeba (ina-eng)":88.66,"Tatoeba (ind-eng)":94.5,"Tatoeba (isl-eng)":96.47,"Tatoeba (ita-eng)":95.95,"Tatoeba (jav-eng)":85.76,"Tatoeba (jpn-eng)":94.67,"Tatoeba (kab-eng)":83.66,"Tatoeba (kat-eng)":93.69,"Tatoeba (kaz-eng)":88.12,"Tatoeba (khm-eng)":70.2,"Tatoeba (kor-eng)":89.99,"Tatoeba (kur-eng)":34.22,"Tatoeba (kzj-eng)":8.62,"Tatoeba (lat-eng)":36.64,"Tatoeba (lfn-eng)":65.54,"Tatoeba (lit-eng)":97.43,"Tatoeba (lvs-eng)":95.45,"Tatoeba (mal-eng)":97.67,"Tatoeba (mar-eng)":93.35,"Tatoeba (max-eng)":72.73,"Tatoeba (mhr-eng)":11.87,"Tatoeba (mkd-eng)":95.98,"Tatoeba (mon-eng)":91.59,"Tatoeba (nds-eng)":54.18,"Tatoeba (nld-eng)":97.2,"Tatoeba (nno-eng)":97.31,"Tatoeba (nob-eng)":99.07,"Tatoeba (nov-eng)":71.25,"Tatoeba (oci-eng)":84.57,"Tatoeba (orv-eng)":47.07,"Tatoeba (pam-eng)":10.3,"Tatoeba (pes-eng)":94.37,"Tatoeba (pms-eng)":66.63,"Tatoeba (pol-eng)":97.7,"Tatoeba (por-eng)":95.49,"Tatoeba (ron-eng)":97.6,"Tatoeba (rus-eng)":94.35,"Tatoeba (slk-eng)":97.63,"Tatoeba (slv-eng)":95.99,"Tatoeba (spa-eng)":98.53,"Tatoeba (sqi-eng)":98.55,"Tatoeba (srp-eng)":94.87,"Tatoeba (swe-eng)":97.03,"Tatoeba (swg-eng)":67.69,"Tatoeba (swh-eng)":91.98,"Tatoeba (tam-eng)":88.08,"Tatoeba (tat-eng)":87.05,"Tatoeba (tel-eng)":91.6,"Tatoeba (tgl-eng)":96.95,"Tatoeba (tha-eng)":96.05,"Tatoeba (tuk-eng)":91.82,"Tatoeba (tur-eng)":98.27,"Tatoeba (tzl-eng)":39.48,"Tatoeba (uig-eng)":90.07,"Tatoeba (ukr-eng)":94.3,"Tatoeba (urd-eng)":93.17,"Tatoeba (uzb-eng)":85.26,"Tatoeba (vie-eng)":97.17,"Tatoeba (war-eng)":82.83,"Tatoeba (wuu-eng)":81.79,"Tatoeba (xho-eng)":94.84,"Tatoeba (yid-eng)":94.3,"Tatoeba (yue-eng)":88.44,"Tatoeba (zsm-eng)":96.07}
{"index":27,"Rank":4,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/LaBSE\">LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Average":81.75,"BUCC (de-en)":99.35,"BUCC (fr-en)":98.72,"BUCC (ru-en)":97.78,"BUCC (zh-en)":99.16,"Tatoeba (afr-eng)":96.18,"Tatoeba (amh-eng)":91.47,"Tatoeba (ang-eng)":59.28,"Tatoeba (ara-eng)":88.8,"Tatoeba (arq-eng)":42.69,"Tatoeba (arz-eng)":76.0,"Tatoeba (ast-eng)":90.68,"Tatoeba (awa-eng)":71.7,"Tatoeba (aze-eng)":94.93,"Tatoeba (bel-eng)":95.0,"Tatoeba (ben-eng)":88.55,"Tatoeba (ber-eng)":8.4,"Tatoeba (bos-eng)":94.92,"Tatoeba (bre-eng)":15.07,"Tatoeba (bul-eng)":94.58,"Tatoeba (cat-eng)":95.38,"Tatoeba (cbk-eng)":79.44,"Tatoeba (ceb-eng)":64.42,"Tatoeba (ces-eng)":96.68,"Tatoeba (cha-eng)":31.77,"Tatoeba (cmn-eng)":95.1,"Tatoeba (cor-eng)":10.11,"Tatoeba (csb-eng)":52.57,"Tatoeba (cym-eng)":92.0,"Tatoeba (dan-eng)":95.71,"Tatoeba (deu-eng)":99.2,"Tatoeba (dsb-eng)":64.81,"Tatoeba (dtp-eng)":10.85,"Tatoeba (ell-eng)":95.35,"Tatoeba (epo-eng)":98.2,"Tatoeba (est-eng)":96.55,"Tatoeba (eus-eng)":95.01,"Tatoeba (fao-eng)":87.4,"Tatoeba (fin-eng)":96.37,"Tatoeba (fra-eng)":94.86,"Tatoeba (fry-eng)":89.31,"Tatoeba (gla-eng)":85.66,"Tatoeba (gle-eng)":93.8,"Tatoeba (glg-eng)":96.82,"Tatoeba (gsw-eng)":46.5,"Tatoeba (heb-eng)":91.53,"Tatoeba (hin-eng)":96.87,"Tatoeba (hrv-eng)":96.95,"Tatoeba (hsb-eng)":67.11,"Tatoeba (hun-eng)":96.55,"Tatoeba (hye-eng)":94.09,"Tatoeba (ido-eng)":89.42,"Tatoeba (ile-eng)":85.58,"Tatoeba (ina-eng)":95.37,"Tatoeba (ind-eng)":93.66,"Tatoeba (isl-eng)":94.75,"Tatoeba (ita-eng)":92.72,"Tatoeba (jav-eng)":79.77,"Tatoeba (jpn-eng)":95.38,"Tatoeba (kab-eng)":4.31,"Tatoeba (kat-eng)":95.02,"Tatoeba (kaz-eng)":87.49,"Tatoeba (khm-eng)":78.37,"Tatoeba (kor-eng)":90.95,"Tatoeba (kur-eng)":83.59,"Tatoeba (kzj-eng)":11.33,"Tatoeba (lat-eng)":80.07,"Tatoeba (lfn-eng)":67.54,"Tatoeba (lit-eng)":96.47,"Tatoeba (lvs-eng)":95.88,"Tatoeba (mal-eng)":98.45,"Tatoeba (mar-eng)":92.65,"Tatoeba (max-eng)":63.26,"Tatoeba (mhr-eng)":15.74,"Tatoeba (mkd-eng)":93.6,"Tatoeba (mon-eng)":95.91,"Tatoeba (nds-eng)":79.42,"Tatoeba (nld-eng)":96.07,"Tatoeba (nno-eng)":94.48,"Tatoeba (nob-eng)":98.4,"Tatoeba (nov-eng)":74.38,"Tatoeba (oci-eng)":65.81,"Tatoeba (orv-eng)":38.93,"Tatoeba (pam-eng)":10.73,"Tatoeba (pes-eng)":94.7,"Tatoeba (pms-eng)":64.57,"Tatoeba (pol-eng)":97.22,"Tatoeba (por-eng)":94.14,"Tatoeba (ron-eng)":96.92,"Tatoeba (rus-eng)":93.75,"Tatoeba (slk-eng)":96.5,"Tatoeba (slv-eng)":96.03,"Tatoeba (spa-eng)":98.4,"Tatoeba (sqi-eng)":96.76,"Tatoeba (srp-eng)":94.43,"Tatoeba (swe-eng)":95.63,"Tatoeba (swg-eng)":59.36,"Tatoeba (swh-eng)":84.5,"Tatoeba (tam-eng)":89.0,"Tatoeba (tat-eng)":85.92,"Tatoeba (tel-eng)":97.86,"Tatoeba (tgl-eng)":96.02,"Tatoeba (tha-eng)":96.14,"Tatoeba (tuk-eng)":75.27,"Tatoeba (tur-eng)":98.0,"Tatoeba (tzl-eng)":58.88,"Tatoeba (uig-eng)":92.4,"Tatoeba (ukr-eng)":93.97,"Tatoeba (urd-eng)":93.22,"Tatoeba (uzb-eng)":84.23,"Tatoeba (vie-eng)":97.2,"Tatoeba (war-eng)":60.29,"Tatoeba (wuu-eng)":90.18,"Tatoeba (xho-eng)":91.55,"Tatoeba (yid-eng)":88.79,"Tatoeba (yue-eng)":89.58,"Tatoeba (zsm-eng)":95.62}
{"index":4,"Rank":5,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/KeyurRamoliya\/multilingual-e5-large-GGUF\">multilingual-e5-large-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":18,"Rank":6,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-large\">multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":26,"Rank":7,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/pruizpar\/multilingual-e5-large-Q4_K_M-GGUF\">multilingual-e5-large-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":14,"Rank":8,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/chris-code\/multilingual-e5-large-Q8_0-GGUF\">multilingual-e5-large-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":35,"Rank":9,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/soichisumi\/multilingual-e5-large-Q8_0-GGUF\">multilingual-e5-large-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":16,"Rank":10,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/e5-mistral-7b-instruct\">e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":71.07,"BUCC (de-en)":99.5,"BUCC (fr-en)":99.09,"BUCC (ru-en)":97.84,"BUCC (zh-en)":99.23,"Tatoeba (afr-eng)":87.19,"Tatoeba (amh-eng)":22.05,"Tatoeba (ang-eng)":81.59,"Tatoeba (ara-eng)":88.76,"Tatoeba (arq-eng)":48.55,"Tatoeba (arz-eng)":70.73,"Tatoeba (ast-eng)":80.94,"Tatoeba (awa-eng)":67.45,"Tatoeba (aze-eng)":76.23,"Tatoeba (bel-eng)":88.09,"Tatoeba (ben-eng)":81.82,"Tatoeba (ber-eng)":7.62,"Tatoeba (bos-eng)":91.54,"Tatoeba (bre-eng)":14.2,"Tatoeba (bul-eng)":93.98,"Tatoeba (cat-eng)":91.89,"Tatoeba (cbk-eng)":81.32,"Tatoeba (ceb-eng)":43.15,"Tatoeba (ces-eng)":94.93,"Tatoeba (cha-eng)":44.8,"Tatoeba (cmn-eng)":95.9,"Tatoeba (cor-eng)":9.19,"Tatoeba (csb-eng)":62.92,"Tatoeba (cym-eng)":72.32,"Tatoeba (dan-eng)":93.92,"Tatoeba (deu-eng)":99.47,"Tatoeba (dsb-eng)":65.43,"Tatoeba (dtp-eng)":11.74,"Tatoeba (ell-eng)":91.42,"Tatoeba (epo-eng)":87.79,"Tatoeba (est-eng)":62.89,"Tatoeba (eus-eng)":40.51,"Tatoeba (fao-eng)":70.33,"Tatoeba (fin-eng)":90.69,"Tatoeba (fra-eng)":95.77,"Tatoeba (fry-eng)":70.98,"Tatoeba (gla-eng)":63.53,"Tatoeba (gle-eng)":73.81,"Tatoeba (glg-eng)":90.44,"Tatoeba (gsw-eng)":52.21,"Tatoeba (heb-eng)":82.82,"Tatoeba (hin-eng)":95.28,"Tatoeba (hrv-eng)":93.97,"Tatoeba (hsb-eng)":74.24,"Tatoeba (hun-eng)":89.82,"Tatoeba (hye-eng)":63.99,"Tatoeba (ido-eng)":75.11,"Tatoeba (ile-eng)":83.97,"Tatoeba (ina-eng)":95.52,"Tatoeba (ind-eng)":93.48,"Tatoeba (isl-eng)":87.57,"Tatoeba (ita-eng)":91.94,"Tatoeba (jav-eng)":38.49,"Tatoeba (jpn-eng)":94.0,"Tatoeba (kab-eng)":3.81,"Tatoeba (kat-eng)":59.67,"Tatoeba (kaz-eng)":46.89,"Tatoeba (khm-eng)":37.31,"Tatoeba (kor-eng)":91.29,"Tatoeba (kur-eng)":29.93,"Tatoeba (kzj-eng)":12.19,"Tatoeba (lat-eng)":87.94,"Tatoeba (lfn-eng)":73.89,"Tatoeba (lit-eng)":69.2,"Tatoeba (lvs-eng)":66.01,"Tatoeba (mal-eng)":55.86,"Tatoeba (mar-eng)":68.99,"Tatoeba (max-eng)":64.8,"Tatoeba (mhr-eng)":16.24,"Tatoeba (mkd-eng)":86.9,"Tatoeba (mon-eng)":37.79,"Tatoeba (nds-eng)":77.42,"Tatoeba (nld-eng)":96.4,"Tatoeba (nno-eng)":87.24,"Tatoeba (nob-eng)":96.86,"Tatoeba (nov-eng)":72.4,"Tatoeba (oci-eng)":62.2,"Tatoeba (orv-eng)":59.65,"Tatoeba (pam-eng)":14.02,"Tatoeba (pes-eng)":89.67,"Tatoeba (pms-eng)":62.3,"Tatoeba (pol-eng)":96.47,"Tatoeba (por-eng)":94.44,"Tatoeba (ron-eng)":93.0,"Tatoeba (rus-eng)":93.75,"Tatoeba (slk-eng)":88.84,"Tatoeba (slv-eng)":85.99,"Tatoeba (spa-eng)":98.8,"Tatoeba (sqi-eng)":67.06,"Tatoeba (srp-eng)":92.54,"Tatoeba (swe-eng)":92.95,"Tatoeba (swg-eng)":64.75,"Tatoeba (swh-eng)":61.6,"Tatoeba (tam-eng)":72.83,"Tatoeba (tat-eng)":37.02,"Tatoeba (tel-eng)":42.79,"Tatoeba (tgl-eng)":93.14,"Tatoeba (tha-eng)":93.64,"Tatoeba (tuk-eng)":42.01,"Tatoeba (tur-eng)":94.13,"Tatoeba (tzl-eng)":49.51,"Tatoeba (uig-eng)":38.86,"Tatoeba (ukr-eng)":94.45,"Tatoeba (urd-eng)":83.62,"Tatoeba (uzb-eng)":52.73,"Tatoeba (vie-eng)":94.83,"Tatoeba (war-eng)":41.97,"Tatoeba (wuu-eng)":89.61,"Tatoeba (xho-eng)":35.96,"Tatoeba (yid-eng)":33.12,"Tatoeba (yue-eng)":89.11,"Tatoeba (zsm-eng)":94.1}
{"index":1,"Rank":11,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Alibaba-NLP\/gte-multilingual-base\">gte-multilingual-base<\/a>","Model Size (Million Parameters)":305,"Memory Usage (GB, fp32)":1.14,"Average":69.12,"BUCC (de-en)":98.62,"BUCC (fr-en)":97.9,"BUCC (ru-en)":97.12,"BUCC (zh-en)":98.16,"Tatoeba (afr-eng)":81.85,"Tatoeba (amh-eng)":76.36,"Tatoeba (ang-eng)":42.45,"Tatoeba (ara-eng)":77.81,"Tatoeba (arq-eng)":24.99,"Tatoeba (arz-eng)":55.77,"Tatoeba (ast-eng)":78.08,"Tatoeba (awa-eng)":48.46,"Tatoeba (aze-eng)":79.53,"Tatoeba (bel-eng)":85.56,"Tatoeba (ben-eng)":73.23,"Tatoeba (ber-eng)":20.39,"Tatoeba (bos-eng)":89.36,"Tatoeba (bre-eng)":13.59,"Tatoeba (bul-eng)":91.31,"Tatoeba (cat-eng)":91.5,"Tatoeba (cbk-eng)":70.04,"Tatoeba (ceb-eng)":21.26,"Tatoeba (ces-eng)":89.77,"Tatoeba (cha-eng)":30.8,"Tatoeba (cmn-eng)":95.73,"Tatoeba (cor-eng)":5.96,"Tatoeba (csb-eng)":29.98,"Tatoeba (cym-eng)":52.47,"Tatoeba (dan-eng)":91.83,"Tatoeba (deu-eng)":97.75,"Tatoeba (dsb-eng)":42.87,"Tatoeba (dtp-eng)":9.05,"Tatoeba (ell-eng)":91.9,"Tatoeba (epo-eng)":88.91,"Tatoeba (est-eng)":79.48,"Tatoeba (eus-eng)":63.75,"Tatoeba (fao-eng)":65.68,"Tatoeba (fin-eng)":88.19,"Tatoeba (fra-eng)":93.27,"Tatoeba (fry-eng)":73.7,"Tatoeba (gla-eng)":27.33,"Tatoeba (gle-eng)":32.73,"Tatoeba (glg-eng)":89.64,"Tatoeba (gsw-eng)":36.74,"Tatoeba (heb-eng)":75.85,"Tatoeba (hin-eng)":93.33,"Tatoeba (hrv-eng)":91.67,"Tatoeba (hsb-eng)":45.64,"Tatoeba (hun-eng)":89.09,"Tatoeba (hye-eng)":80.41,"Tatoeba (ido-eng)":77.59,"Tatoeba (ile-eng)":81.68,"Tatoeba (ina-eng)":91.29,"Tatoeba (ind-eng)":92.31,"Tatoeba (isl-eng)":82.59,"Tatoeba (ita-eng)":91.43,"Tatoeba (jav-eng)":35.7,"Tatoeba (jpn-eng)":93.14,"Tatoeba (kab-eng)":17.19,"Tatoeba (kat-eng)":72.77,"Tatoeba (kaz-eng)":67.63,"Tatoeba (khm-eng)":67.63,"Tatoeba (kor-eng)":84.08,"Tatoeba (kur-eng)":32.87,"Tatoeba (kzj-eng)":11.12,"Tatoeba (lat-eng)":42.99,"Tatoeba (lfn-eng)":63.56,"Tatoeba (lit-eng)":77.59,"Tatoeba (lvs-eng)":79.39,"Tatoeba (mal-eng)":94.64,"Tatoeba (mar-eng)":84.38,"Tatoeba (max-eng)":52.57,"Tatoeba (mhr-eng)":15.98,"Tatoeba (mkd-eng)":77.85,"Tatoeba (mon-eng)":71.7,"Tatoeba (nds-eng)":63.42,"Tatoeba (nld-eng)":93.78,"Tatoeba (nno-eng)":90.75,"Tatoeba (nob-eng)":96.62,"Tatoeba (nov-eng)":68.37,"Tatoeba (oci-eng)":51.12,"Tatoeba (orv-eng)":33.13,"Tatoeba (pam-eng)":9.23,"Tatoeba (pes-eng)":88.26,"Tatoeba (pms-eng)":46.68,"Tatoeba (pol-eng)":94.9,"Tatoeba (por-eng)":94.57,"Tatoeba (ron-eng)":90.72,"Tatoeba (rus-eng)":92.9,"Tatoeba (slk-eng)":88.81,"Tatoeba (slv-eng)":84.15,"Tatoeba (spa-eng)":97.68,"Tatoeba (sqi-eng)":82.77,"Tatoeba (srp-eng)":86.29,"Tatoeba (swe-eng)":92.95,"Tatoeba (swg-eng)":51.71,"Tatoeba (swh-eng)":58.13,"Tatoeba (tam-eng)":84.3,"Tatoeba (tat-eng)":42.35,"Tatoeba (tel-eng)":89.7,"Tatoeba (tgl-eng)":67.23,"Tatoeba (tha-eng)":90.55,"Tatoeba (tuk-eng)":34.36,"Tatoeba (tur-eng)":95.82,"Tatoeba (tzl-eng)":40.27,"Tatoeba (uig-eng)":59.57,"Tatoeba (ukr-eng)":91.29,"Tatoeba (urd-eng)":83.9,"Tatoeba (uzb-eng)":40.95,"Tatoeba (vie-eng)":95.93,"Tatoeba (war-eng)":23.86,"Tatoeba (wuu-eng)":88.45,"Tatoeba (xho-eng)":67.65,"Tatoeba (yid-eng)":60.43,"Tatoeba (yue-eng)":82.99,"Tatoeba (zsm-eng)":94.35}
{"index":17,"Rank":12,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-base\">multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":69.09,"BUCC (de-en)":99.13,"BUCC (fr-en)":97.59,"BUCC (ru-en)":97.2,"BUCC (zh-en)":98.3,"Tatoeba (afr-eng)":86.91,"Tatoeba (amh-eng)":74.93,"Tatoeba (ang-eng)":29.07,"Tatoeba (ara-eng)":82.59,"Tatoeba (arq-eng)":26.74,"Tatoeba (arz-eng)":66.79,"Tatoeba (ast-eng)":75.31,"Tatoeba (awa-eng)":68.39,"Tatoeba (aze-eng)":84.71,"Tatoeba (bel-eng)":86.7,"Tatoeba (ben-eng)":81.05,"Tatoeba (ber-eng)":23.58,"Tatoeba (bos-eng)":88.86,"Tatoeba (bre-eng)":5.44,"Tatoeba (bul-eng)":88.63,"Tatoeba (cat-eng)":84.09,"Tatoeba (cbk-eng)":60.54,"Tatoeba (ceb-eng)":45.46,"Tatoeba (ces-eng)":88.88,"Tatoeba (cha-eng)":16.95,"Tatoeba (cmn-eng)":93.35,"Tatoeba (cor-eng)":4.38,"Tatoeba (csb-eng)":24.56,"Tatoeba (cym-eng)":65.22,"Tatoeba (dan-eng)":91.4,"Tatoeba (deu-eng)":97.07,"Tatoeba (dsb-eng)":34.33,"Tatoeba (dtp-eng)":5.13,"Tatoeba (ell-eng)":89.96,"Tatoeba (epo-eng)":92.07,"Tatoeba (est-eng)":70.51,"Tatoeba (eus-eng)":56.16,"Tatoeba (fao-eng)":64.72,"Tatoeba (fin-eng)":86.15,"Tatoeba (fra-eng)":92.76,"Tatoeba (fry-eng)":50.88,"Tatoeba (gla-eng)":43.08,"Tatoeba (gle-eng)":58.36,"Tatoeba (glg-eng)":82.79,"Tatoeba (gsw-eng)":43.53,"Tatoeba (heb-eng)":74.14,"Tatoeba (hin-eng)":93.0,"Tatoeba (hrv-eng)":92.5,"Tatoeba (hsb-eng)":40.35,"Tatoeba (hun-eng)":84.32,"Tatoeba (hye-eng)":85.91,"Tatoeba (ido-eng)":74.39,"Tatoeba (ile-eng)":72.43,"Tatoeba (ina-eng)":86.11,"Tatoeba (ind-eng)":90.26,"Tatoeba (isl-eng)":76.9,"Tatoeba (ita-eng)":90.61,"Tatoeba (jav-eng)":61.25,"Tatoeba (jpn-eng)":90.3,"Tatoeba (kab-eng)":21.98,"Tatoeba (kat-eng)":77.83,"Tatoeba (kaz-eng)":75.56,"Tatoeba (khm-eng)":47.26,"Tatoeba (kor-eng)":83.37,"Tatoeba (kur-eng)":52.96,"Tatoeba (kzj-eng)":6.2,"Tatoeba (lat-eng)":39.58,"Tatoeba (lfn-eng)":52.85,"Tatoeba (lit-eng)":75.53,"Tatoeba (lvs-eng)":76.66,"Tatoeba (mal-eng)":96.72,"Tatoeba (mar-eng)":86.62,"Tatoeba (max-eng)":52.39,"Tatoeba (mhr-eng)":5.52,"Tatoeba (mkd-eng)":73.76,"Tatoeba (mon-eng)":78.37,"Tatoeba (nds-eng)":53.86,"Tatoeba (nld-eng)":93.2,"Tatoeba (nno-eng)":82.56,"Tatoeba (nob-eng)":95.9,"Tatoeba (nov-eng)":66.83,"Tatoeba (oci-eng)":35.79,"Tatoeba (orv-eng)":16.0,"Tatoeba (pam-eng)":6.92,"Tatoeba (pes-eng)":87.08,"Tatoeba (pms-eng)":44.61,"Tatoeba (pol-eng)":94.82,"Tatoeba (por-eng)":92.74,"Tatoeba (ron-eng)":91.27,"Tatoeba (rus-eng)":91.78,"Tatoeba (slk-eng)":86.4,"Tatoeba (slv-eng)":81.93,"Tatoeba (spa-eng)":96.97,"Tatoeba (sqi-eng)":90.06,"Tatoeba (srp-eng)":89.08,"Tatoeba (swe-eng)":91.33,"Tatoeba (swg-eng)":42.33,"Tatoeba (swh-eng)":66.81,"Tatoeba (tam-eng)":85.12,"Tatoeba (tat-eng)":66.92,"Tatoeba (tel-eng)":88.49,"Tatoeba (tgl-eng)":83.78,"Tatoeba (tha-eng)":94.4,"Tatoeba (tuk-eng)":19.66,"Tatoeba (tur-eng)":92.67,"Tatoeba (tzl-eng)":34.44,"Tatoeba (uig-eng)":63.08,"Tatoeba (ukr-eng)":88.29,"Tatoeba (urd-eng)":86.2,"Tatoeba (uzb-eng)":62.63,"Tatoeba (vie-eng)":94.68,"Tatoeba (war-eng)":47.18,"Tatoeba (wuu-eng)":78.65,"Tatoeba (xho-eng)":73.24,"Tatoeba (yid-eng)":63.2,"Tatoeba (yue-eng)":80.66,"Tatoeba (zsm-eng)":92.45}
{"index":0,"Rank":13,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/github.com\/facebookresearch\/LASER\">LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Average":67.42,"BUCC (de-en)":99.21,"BUCC (fr-en)":98.39,"BUCC (ru-en)":97.62,"BUCC (zh-en)":97.7,"Tatoeba (afr-eng)":92.59,"Tatoeba (amh-eng)":80.82,"Tatoeba (ang-eng)":25.22,"Tatoeba (ara-eng)":90.14,"Tatoeba (arq-eng)":26.63,"Tatoeba (arz-eng)":66.16,"Tatoeba (ast-eng)":76.35,"Tatoeba (awa-eng)":33.74,"Tatoeba (aze-eng)":82.41,"Tatoeba (bel-eng)":79.54,"Tatoeba (ben-eng)":89.43,"Tatoeba (ber-eng)":77.63,"Tatoeba (bos-eng)":95.86,"Tatoeba (bre-eng)":31.2,"Tatoeba (bul-eng)":93.57,"Tatoeba (cat-eng)":95.8,"Tatoeba (cbk-eng)":77.17,"Tatoeba (ceb-eng)":9.93,"Tatoeba (ces-eng)":95.52,"Tatoeba (cha-eng)":14.86,"Tatoeba (cmn-eng)":85.62,"Tatoeba (cor-eng)":4.45,"Tatoeba (csb-eng)":27.03,"Tatoeba (cym-eng)":5.85,"Tatoeba (dan-eng)":95.22,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":42.34,"Tatoeba (dtp-eng)":7.39,"Tatoeba (ell-eng)":96.2,"Tatoeba (epo-eng)":96.61,"Tatoeba (est-eng)":96.43,"Tatoeba (eus-eng)":93.32,"Tatoeba (fao-eng)":57.04,"Tatoeba (fin-eng)":96.98,"Tatoeba (fra-eng)":94.28,"Tatoeba (fry-eng)":42.07,"Tatoeba (gla-eng)":1.52,"Tatoeba (gle-eng)":4.2,"Tatoeba (glg-eng)":96.14,"Tatoeba (gsw-eng)":27.52,"Tatoeba (heb-eng)":0.0,"Tatoeba (hin-eng)":95.32,"Tatoeba (hrv-eng)":96.72,"Tatoeba (hsb-eng)":45.75,"Tatoeba (hun-eng)":95.2,"Tatoeba (hye-eng)":88.72,"Tatoeba (ido-eng)":80.86,"Tatoeba (ile-eng)":87.88,"Tatoeba (ina-eng)":93.93,"Tatoeba (ind-eng)":92.98,"Tatoeba (isl-eng)":94.32,"Tatoeba (ita-eng)":94.32,"Tatoeba (jav-eng)":9.95,"Tatoeba (jpn-eng)":93.78,"Tatoeba (kab-eng)":65.88,"Tatoeba (kat-eng)":81.16,"Tatoeba (kaz-eng)":53.3,"Tatoeba (khm-eng)":74.19,"Tatoeba (kor-eng)":87.97,"Tatoeba (kur-eng)":19.09,"Tatoeba (kzj-eng)":4.46,"Tatoeba (lat-eng)":64.81,"Tatoeba (lfn-eng)":63.39,"Tatoeba (lit-eng)":96.2,"Tatoeba (lvs-eng)":95.33,"Tatoeba (mal-eng)":98.16,"Tatoeba (mar-eng)":92.93,"Tatoeba (max-eng)":36.96,"Tatoeba (mhr-eng)":6.86,"Tatoeba (mkd-eng)":93.63,"Tatoeba (mon-eng)":3.42,"Tatoeba (nds-eng)":77.13,"Tatoeba (nld-eng)":95.35,"Tatoeba (nno-eng)":72.75,"Tatoeba (nob-eng)":95.77,"Tatoeba (nov-eng)":60.02,"Tatoeba (oci-eng)":58.13,"Tatoeba (orv-eng)":23.24,"Tatoeba (pam-eng)":3.24,"Tatoeba (pes-eng)":93.13,"Tatoeba (pms-eng)":36.23,"Tatoeba (pol-eng)":97.32,"Tatoeba (por-eng)":94.54,"Tatoeba (ron-eng)":96.52,"Tatoeba (rus-eng)":92.58,"Tatoeba (slk-eng)":95.82,"Tatoeba (slv-eng)":95.4,"Tatoeba (spa-eng)":97.33,"Tatoeba (sqi-eng)":97.22,"Tatoeba (srp-eng)":93.64,"Tatoeba (swe-eng)":95.31,"Tatoeba (swg-eng)":33.1,"Tatoeba (swh-eng)":55.66,"Tatoeba (tam-eng)":87.32,"Tatoeba (tat-eng)":34.74,"Tatoeba (tel-eng)":96.72,"Tatoeba (tgl-eng)":63.19,"Tatoeba (tha-eng)":96.38,"Tatoeba (tuk-eng)":16.35,"Tatoeba (tur-eng)":98.03,"Tatoeba (tzl-eng)":36.56,"Tatoeba (uig-eng)":56.49,"Tatoeba (ukr-eng)":93.52,"Tatoeba (urd-eng)":84.23,"Tatoeba (uzb-eng)":23.2,"Tatoeba (vie-eng)":96.73,"Tatoeba (war-eng)":8.25,"Tatoeba (wuu-eng)":75.09,"Tatoeba (xho-eng)":4.68,"Tatoeba (yid-eng)":2.49,"Tatoeba (yue-eng)":87.75,"Tatoeba (zsm-eng)":95.41}
{"index":7,"Rank":14,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Marqo\/multilingual-e5-small\">multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":65.21,"BUCC (de-en)":97.86,"BUCC (fr-en)":92.66,"BUCC (ru-en)":93.5,"BUCC (zh-en)":88.79,"Tatoeba (afr-eng)":85.67,"Tatoeba (amh-eng)":76.13,"Tatoeba (ang-eng)":42.23,"Tatoeba (ara-eng)":72.55,"Tatoeba (arq-eng)":22.43,"Tatoeba (arz-eng)":55.14,"Tatoeba (ast-eng)":71.67,"Tatoeba (awa-eng)":74.27,"Tatoeba (aze-eng)":80.14,"Tatoeba (bel-eng)":84.68,"Tatoeba (ben-eng)":77.76,"Tatoeba (ber-eng)":16.92,"Tatoeba (bos-eng)":83.24,"Tatoeba (bre-eng)":8.24,"Tatoeba (bul-eng)":83.81,"Tatoeba (cat-eng)":79.75,"Tatoeba (cbk-eng)":57.77,"Tatoeba (ceb-eng)":42.01,"Tatoeba (ces-eng)":78.83,"Tatoeba (cha-eng)":27.83,"Tatoeba (cmn-eng)":88.89,"Tatoeba (cor-eng)":6.02,"Tatoeba (csb-eng)":23.99,"Tatoeba (cym-eng)":65.32,"Tatoeba (dan-eng)":84.39,"Tatoeba (deu-eng)":96.58,"Tatoeba (dsb-eng)":31.64,"Tatoeba (dtp-eng)":7.68,"Tatoeba (ell-eng)":84.08,"Tatoeba (epo-eng)":90.5,"Tatoeba (est-eng)":55.31,"Tatoeba (eus-eng)":54.47,"Tatoeba (fao-eng)":58.87,"Tatoeba (fin-eng)":68.56,"Tatoeba (fra-eng)":89.93,"Tatoeba (fry-eng)":51.03,"Tatoeba (gla-eng)":39.42,"Tatoeba (gle-eng)":59.59,"Tatoeba (glg-eng)":81.93,"Tatoeba (gsw-eng)":36.45,"Tatoeba (heb-eng)":67.92,"Tatoeba (hin-eng)":93.25,"Tatoeba (hrv-eng)":86.87,"Tatoeba (hsb-eng)":37.02,"Tatoeba (hun-eng)":71.84,"Tatoeba (hye-eng)":82.29,"Tatoeba (ido-eng)":70.86,"Tatoeba (ile-eng)":71.73,"Tatoeba (ina-eng)":85.6,"Tatoeba (ind-eng)":87.81,"Tatoeba (isl-eng)":62.16,"Tatoeba (ita-eng)":87.56,"Tatoeba (jav-eng)":50.66,"Tatoeba (jpn-eng)":83.7,"Tatoeba (kab-eng)":17.83,"Tatoeba (kat-eng)":76.84,"Tatoeba (kaz-eng)":73.03,"Tatoeba (khm-eng)":47.99,"Tatoeba (kor-eng)":74.16,"Tatoeba (kur-eng)":39.67,"Tatoeba (kzj-eng)":8.27,"Tatoeba (lat-eng)":39.95,"Tatoeba (lfn-eng)":52.73,"Tatoeba (lit-eng)":61.52,"Tatoeba (lvs-eng)":60.67,"Tatoeba (mal-eng)":94.78,"Tatoeba (mar-eng)":86.79,"Tatoeba (max-eng)":49.95,"Tatoeba (mhr-eng)":6.08,"Tatoeba (mkd-eng)":59.26,"Tatoeba (mon-eng)":78.22,"Tatoeba (nds-eng)":53.26,"Tatoeba (nld-eng)":90.3,"Tatoeba (nno-eng)":69.48,"Tatoeba (nob-eng)":87.8,"Tatoeba (nov-eng)":68.56,"Tatoeba (oci-eng)":42.84,"Tatoeba (orv-eng)":15.13,"Tatoeba (pam-eng)":6.97,"Tatoeba (pes-eng)":84.0,"Tatoeba (pms-eng)":42.15,"Tatoeba (pol-eng)":85.91,"Tatoeba (por-eng)":89.25,"Tatoeba (ron-eng)":83.67,"Tatoeba (rus-eng)":89.77,"Tatoeba (slk-eng)":79.96,"Tatoeba (slv-eng)":72.85,"Tatoeba (spa-eng)":91.1,"Tatoeba (sqi-eng)":88.56,"Tatoeba (srp-eng)":80.33,"Tatoeba (swe-eng)":84.97,"Tatoeba (swg-eng)":44.3,"Tatoeba (swh-eng)":66.74,"Tatoeba (tam-eng)":81.39,"Tatoeba (tat-eng)":63.38,"Tatoeba (tel-eng)":85.78,"Tatoeba (tgl-eng)":79.26,"Tatoeba (tha-eng)":89.36,"Tatoeba (tuk-eng)":18.41,"Tatoeba (tur-eng)":86.78,"Tatoeba (tzl-eng)":36.2,"Tatoeba (uig-eng)":59.33,"Tatoeba (ukr-eng)":81.62,"Tatoeba (urd-eng)":84.71,"Tatoeba (uzb-eng)":58.0,"Tatoeba (vie-eng)":87.78,"Tatoeba (war-eng)":40.86,"Tatoeba (wuu-eng)":69.05,"Tatoeba (xho-eng)":62.84,"Tatoeba (yid-eng)":66.83,"Tatoeba (yue-eng)":69.69,"Tatoeba (zsm-eng)":90.0}
{"index":20,"Rank":15,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-small\">multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":65.21,"BUCC (de-en)":97.86,"BUCC (fr-en)":92.66,"BUCC (ru-en)":93.5,"BUCC (zh-en)":88.79,"Tatoeba (afr-eng)":85.67,"Tatoeba (amh-eng)":76.13,"Tatoeba (ang-eng)":42.23,"Tatoeba (ara-eng)":72.55,"Tatoeba (arq-eng)":22.43,"Tatoeba (arz-eng)":55.14,"Tatoeba (ast-eng)":71.67,"Tatoeba (awa-eng)":74.27,"Tatoeba (aze-eng)":80.14,"Tatoeba (bel-eng)":84.68,"Tatoeba (ben-eng)":77.76,"Tatoeba (ber-eng)":16.92,"Tatoeba (bos-eng)":83.24,"Tatoeba (bre-eng)":8.24,"Tatoeba (bul-eng)":83.81,"Tatoeba (cat-eng)":79.75,"Tatoeba (cbk-eng)":57.77,"Tatoeba (ceb-eng)":42.01,"Tatoeba (ces-eng)":78.83,"Tatoeba (cha-eng)":27.83,"Tatoeba (cmn-eng)":88.89,"Tatoeba (cor-eng)":6.02,"Tatoeba (csb-eng)":23.99,"Tatoeba (cym-eng)":65.32,"Tatoeba (dan-eng)":84.39,"Tatoeba (deu-eng)":96.58,"Tatoeba (dsb-eng)":31.64,"Tatoeba (dtp-eng)":7.68,"Tatoeba (ell-eng)":84.08,"Tatoeba (epo-eng)":90.5,"Tatoeba (est-eng)":55.31,"Tatoeba (eus-eng)":54.47,"Tatoeba (fao-eng)":58.87,"Tatoeba (fin-eng)":68.56,"Tatoeba (fra-eng)":89.93,"Tatoeba (fry-eng)":51.03,"Tatoeba (gla-eng)":39.42,"Tatoeba (gle-eng)":59.59,"Tatoeba (glg-eng)":81.93,"Tatoeba (gsw-eng)":36.45,"Tatoeba (heb-eng)":67.92,"Tatoeba (hin-eng)":93.25,"Tatoeba (hrv-eng)":86.87,"Tatoeba (hsb-eng)":37.02,"Tatoeba (hun-eng)":71.84,"Tatoeba (hye-eng)":82.29,"Tatoeba (ido-eng)":70.86,"Tatoeba (ile-eng)":71.73,"Tatoeba (ina-eng)":85.6,"Tatoeba (ind-eng)":87.81,"Tatoeba (isl-eng)":62.16,"Tatoeba (ita-eng)":87.56,"Tatoeba (jav-eng)":50.66,"Tatoeba (jpn-eng)":83.7,"Tatoeba (kab-eng)":17.83,"Tatoeba (kat-eng)":76.84,"Tatoeba (kaz-eng)":73.03,"Tatoeba (khm-eng)":47.99,"Tatoeba (kor-eng)":74.16,"Tatoeba (kur-eng)":39.67,"Tatoeba (kzj-eng)":8.27,"Tatoeba (lat-eng)":39.95,"Tatoeba (lfn-eng)":52.73,"Tatoeba (lit-eng)":61.52,"Tatoeba (lvs-eng)":60.67,"Tatoeba (mal-eng)":94.78,"Tatoeba (mar-eng)":86.79,"Tatoeba (max-eng)":49.95,"Tatoeba (mhr-eng)":6.08,"Tatoeba (mkd-eng)":59.26,"Tatoeba (mon-eng)":78.22,"Tatoeba (nds-eng)":53.26,"Tatoeba (nld-eng)":90.3,"Tatoeba (nno-eng)":69.48,"Tatoeba (nob-eng)":87.8,"Tatoeba (nov-eng)":68.56,"Tatoeba (oci-eng)":42.84,"Tatoeba (orv-eng)":15.13,"Tatoeba (pam-eng)":6.97,"Tatoeba (pes-eng)":84.0,"Tatoeba (pms-eng)":42.15,"Tatoeba (pol-eng)":85.91,"Tatoeba (por-eng)":89.25,"Tatoeba (ron-eng)":83.67,"Tatoeba (rus-eng)":89.77,"Tatoeba (slk-eng)":79.96,"Tatoeba (slv-eng)":72.85,"Tatoeba (spa-eng)":91.1,"Tatoeba (sqi-eng)":88.56,"Tatoeba (srp-eng)":80.33,"Tatoeba (swe-eng)":84.97,"Tatoeba (swg-eng)":44.3,"Tatoeba (swh-eng)":66.74,"Tatoeba (tam-eng)":81.39,"Tatoeba (tat-eng)":63.38,"Tatoeba (tel-eng)":85.78,"Tatoeba (tgl-eng)":79.26,"Tatoeba (tha-eng)":89.36,"Tatoeba (tuk-eng)":18.41,"Tatoeba (tur-eng)":86.78,"Tatoeba (tzl-eng)":36.2,"Tatoeba (uig-eng)":59.33,"Tatoeba (ukr-eng)":81.62,"Tatoeba (urd-eng)":84.71,"Tatoeba (uzb-eng)":58.0,"Tatoeba (vie-eng)":87.78,"Tatoeba (war-eng)":40.86,"Tatoeba (wuu-eng)":69.05,"Tatoeba (xho-eng)":62.84,"Tatoeba (yid-eng)":66.83,"Tatoeba (yue-eng)":69.69,"Tatoeba (zsm-eng)":90.0}
{"index":32,"Rank":16,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/paraphrase-multilingual-mpnet-base-v2\">paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":63.38,"BUCC (de-en)":98.59,"BUCC (fr-en)":96.89,"BUCC (ru-en)":96.44,"BUCC (zh-en)":97.56,"Tatoeba (afr-eng)":72.96,"Tatoeba (amh-eng)":53.49,"Tatoeba (ang-eng)":16.72,"Tatoeba (ara-eng)":90.19,"Tatoeba (arq-eng)":19.84,"Tatoeba (arz-eng)":55.69,"Tatoeba (ast-eng)":70.08,"Tatoeba (awa-eng)":42.83,"Tatoeba (aze-eng)":76.36,"Tatoeba (bel-eng)":79.94,"Tatoeba (ben-eng)":64.9,"Tatoeba (ber-eng)":4.88,"Tatoeba (bos-eng)":94.02,"Tatoeba (bre-eng)":6.42,"Tatoeba (bul-eng)":93.52,"Tatoeba (cat-eng)":96.05,"Tatoeba (cbk-eng)":58.68,"Tatoeba (ceb-eng)":7.39,"Tatoeba (ces-eng)":95.73,"Tatoeba (cha-eng)":12.59,"Tatoeba (cmn-eng)":95.83,"Tatoeba (cor-eng)":3.53,"Tatoeba (csb-eng)":23.73,"Tatoeba (cym-eng)":22.31,"Tatoeba (dan-eng)":96.17,"Tatoeba (deu-eng)":97.73,"Tatoeba (dsb-eng)":36.85,"Tatoeba (dtp-eng)":5.03,"Tatoeba (ell-eng)":94.93,"Tatoeba (epo-eng)":55.12,"Tatoeba (est-eng)":98.4,"Tatoeba (eus-eng)":31.33,"Tatoeba (fao-eng)":38.24,"Tatoeba (fin-eng)":95.92,"Tatoeba (fra-eng)":93.12,"Tatoeba (fry-eng)":43.54,"Tatoeba (gla-eng)":4.72,"Tatoeba (gle-eng)":16.85,"Tatoeba (glg-eng)":95.32,"Tatoeba (gsw-eng)":25.12,"Tatoeba (heb-eng)":88.26,"Tatoeba (hin-eng)":97.75,"Tatoeba (hrv-eng)":97.0,"Tatoeba (hsb-eng)":44.32,"Tatoeba (hun-eng)":94.18,"Tatoeba (hye-eng)":94.38,"Tatoeba (ido-eng)":43.91,"Tatoeba (ile-eng)":60.36,"Tatoeba (ina-eng)":84.32,"Tatoeba (ind-eng)":93.5,"Tatoeba (isl-eng)":59.25,"Tatoeba (ita-eng)":93.76,"Tatoeba (jav-eng)":23.39,"Tatoeba (jpn-eng)":92.51,"Tatoeba (kab-eng)":1.41,"Tatoeba (kat-eng)":95.46,"Tatoeba (kaz-eng)":61.49,"Tatoeba (khm-eng)":58.8,"Tatoeba (kor-eng)":93.07,"Tatoeba (kur-eng)":61.44,"Tatoeba (kzj-eng)":5.88,"Tatoeba (lat-eng)":24.25,"Tatoeba (lfn-eng)":49.56,"Tatoeba (lit-eng)":95.37,"Tatoeba (lvs-eng)":97.53,"Tatoeba (mal-eng)":88.46,"Tatoeba (mar-eng)":93.83,"Tatoeba (max-eng)":48.77,"Tatoeba (mhr-eng)":7.57,"Tatoeba (mkd-eng)":93.02,"Tatoeba (mon-eng)":96.14,"Tatoeba (nds-eng)":38.88,"Tatoeba (nld-eng)":95.5,"Tatoeba (nno-eng)":81.41,"Tatoeba (nob-eng)":98.53,"Tatoeba (nov-eng)":50.23,"Tatoeba (oci-eng)":43.49,"Tatoeba (orv-eng)":23.77,"Tatoeba (pam-eng)":5.39,"Tatoeba (pes-eng)":93.47,"Tatoeba (pms-eng)":34.19,"Tatoeba (pol-eng)":96.95,"Tatoeba (por-eng)":93.02,"Tatoeba (ron-eng)":96.43,"Tatoeba (rus-eng)":92.92,"Tatoeba (slk-eng)":96.62,"Tatoeba (slv-eng)":97.08,"Tatoeba (spa-eng)":97.0,"Tatoeba (sqi-eng)":98.57,"Tatoeba (srp-eng)":94.12,"Tatoeba (swe-eng)":95.45,"Tatoeba (swg-eng)":22.8,"Tatoeba (swh-eng)":16.02,"Tatoeba (tam-eng)":73.6,"Tatoeba (tat-eng)":10.89,"Tatoeba (tel-eng)":79.73,"Tatoeba (tgl-eng)":17.67,"Tatoeba (tha-eng)":95.99,"Tatoeba (tuk-eng)":14.91,"Tatoeba (tur-eng)":96.17,"Tatoeba (tzl-eng)":34.21,"Tatoeba (uig-eng)":48.35,"Tatoeba (ukr-eng)":92.67,"Tatoeba (urd-eng)":95.12,"Tatoeba (uzb-eng)":23.19,"Tatoeba (vie-eng)":97.23,"Tatoeba (war-eng)":7.42,"Tatoeba (wuu-eng)":78.25,"Tatoeba (xho-eng)":6.53,"Tatoeba (yid-eng)":30.73,"Tatoeba (yue-eng)":77.58,"Tatoeba (zsm-eng)":95.8}
{"index":31,"Rank":17,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/paraphrase-multilingual-MiniLM-L12-v2\">paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":57.98,"BUCC (de-en)":97.11,"BUCC (fr-en)":94.99,"BUCC (ru-en)":95.06,"BUCC (zh-en)":95.63,"Tatoeba (afr-eng)":58.22,"Tatoeba (amh-eng)":36.21,"Tatoeba (ang-eng)":10.24,"Tatoeba (ara-eng)":87.93,"Tatoeba (arq-eng)":18.6,"Tatoeba (arz-eng)":51.26,"Tatoeba (ast-eng)":62.17,"Tatoeba (awa-eng)":33.43,"Tatoeba (aze-eng)":62.1,"Tatoeba (bel-eng)":67.73,"Tatoeba (ben-eng)":36.48,"Tatoeba (ber-eng)":4.43,"Tatoeba (bos-eng)":93.27,"Tatoeba (bre-eng)":5.56,"Tatoeba (bul-eng)":92.65,"Tatoeba (cat-eng)":94.42,"Tatoeba (cbk-eng)":55.37,"Tatoeba (ceb-eng)":8.05,"Tatoeba (ces-eng)":95.12,"Tatoeba (cha-eng)":15.98,"Tatoeba (cmn-eng)":94.93,"Tatoeba (cor-eng)":3.42,"Tatoeba (csb-eng)":21.56,"Tatoeba (cym-eng)":13.25,"Tatoeba (dan-eng)":94.8,"Tatoeba (deu-eng)":97.02,"Tatoeba (dsb-eng)":33.43,"Tatoeba (dtp-eng)":5.69,"Tatoeba (ell-eng)":95.43,"Tatoeba (epo-eng)":41.73,"Tatoeba (est-eng)":97.33,"Tatoeba (eus-eng)":23.18,"Tatoeba (fao-eng)":27.51,"Tatoeba (fin-eng)":93.1,"Tatoeba (fra-eng)":91.72,"Tatoeba (fry-eng)":31.13,"Tatoeba (gla-eng)":3.61,"Tatoeba (gle-eng)":11.62,"Tatoeba (glg-eng)":94.0,"Tatoeba (gsw-eng)":25.74,"Tatoeba (heb-eng)":86.88,"Tatoeba (hin-eng)":97.62,"Tatoeba (hrv-eng)":95.98,"Tatoeba (hsb-eng)":36.1,"Tatoeba (hun-eng)":91.58,"Tatoeba (hye-eng)":93.28,"Tatoeba (ido-eng)":40.25,"Tatoeba (ile-eng)":57.71,"Tatoeba (ina-eng)":79.13,"Tatoeba (ind-eng)":92.74,"Tatoeba (isl-eng)":24.07,"Tatoeba (ita-eng)":93.05,"Tatoeba (jav-eng)":17.04,"Tatoeba (jpn-eng)":90.41,"Tatoeba (kab-eng)":1.16,"Tatoeba (kat-eng)":95.44,"Tatoeba (kaz-eng)":34.89,"Tatoeba (khm-eng)":32.11,"Tatoeba (kor-eng)":92.52,"Tatoeba (kur-eng)":46.94,"Tatoeba (kzj-eng)":6.24,"Tatoeba (lat-eng)":19.47,"Tatoeba (lfn-eng)":47.02,"Tatoeba (lit-eng)":93.16,"Tatoeba (lvs-eng)":97.87,"Tatoeba (mal-eng)":32.2,"Tatoeba (mar-eng)":92.38,"Tatoeba (max-eng)":45.25,"Tatoeba (mhr-eng)":6.89,"Tatoeba (mkd-eng)":91.0,"Tatoeba (mon-eng)":95.04,"Tatoeba (nds-eng)":32.16,"Tatoeba (nld-eng)":94.58,"Tatoeba (nno-eng)":76.34,"Tatoeba (nob-eng)":97.73,"Tatoeba (nov-eng)":47.99,"Tatoeba (oci-eng)":38.57,"Tatoeba (orv-eng)":15.1,"Tatoeba (pam-eng)":5.41,"Tatoeba (pes-eng)":92.59,"Tatoeba (pms-eng)":30.7,"Tatoeba (pol-eng)":94.28,"Tatoeba (por-eng)":92.13,"Tatoeba (ron-eng)":95.3,"Tatoeba (rus-eng)":91.87,"Tatoeba (slk-eng)":95.15,"Tatoeba (slv-eng)":96.92,"Tatoeba (spa-eng)":95.42,"Tatoeba (sqi-eng)":98.17,"Tatoeba (srp-eng)":92.24,"Tatoeba (swe-eng)":94.42,"Tatoeba (swg-eng)":26.31,"Tatoeba (swh-eng)":14.48,"Tatoeba (tam-eng)":24.64,"Tatoeba (tat-eng)":10.25,"Tatoeba (tel-eng)":36.4,"Tatoeba (tgl-eng)":13.09,"Tatoeba (tha-eng)":96.72,"Tatoeba (tuk-eng)":15.16,"Tatoeba (tur-eng)":95.08,"Tatoeba (tzl-eng)":25.46,"Tatoeba (uig-eng)":24.39,"Tatoeba (ukr-eng)":92.82,"Tatoeba (urd-eng)":94.57,"Tatoeba (uzb-eng)":17.14,"Tatoeba (vie-eng)":95.12,"Tatoeba (war-eng)":7.25,"Tatoeba (wuu-eng)":76.0,"Tatoeba (xho-eng)":4.52,"Tatoeba (yid-eng)":14.38,"Tatoeba (yue-eng)":71.45,"Tatoeba (zsm-eng)":95.31}
{"index":10,"Rank":18,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/amazon\/Titan-text-embeddings-v2\">Titan-text-embeddings-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.27,"BUCC (de-en)":98.18,"BUCC (fr-en)":98.04,"BUCC (ru-en)":94.58,"BUCC (zh-en)":96.75,"Tatoeba (afr-eng)":50.58,"Tatoeba (amh-eng)":0.36,"Tatoeba (ang-eng)":30.89,"Tatoeba (ara-eng)":79.65,"Tatoeba (arq-eng)":20.68,"Tatoeba (arz-eng)":56.04,"Tatoeba (ast-eng)":55.81,"Tatoeba (awa-eng)":41.58,"Tatoeba (aze-eng)":27.78,"Tatoeba (bel-eng)":41.21,"Tatoeba (ben-eng)":20.85,"Tatoeba (ber-eng)":5.5,"Tatoeba (bos-eng)":36.73,"Tatoeba (bre-eng)":5.46,"Tatoeba (bul-eng)":60.26,"Tatoeba (cat-eng)":63.42,"Tatoeba (cbk-eng)":56.73,"Tatoeba (ceb-eng)":10.46,"Tatoeba (ces-eng)":81.81,"Tatoeba (cha-eng)":22.8,"Tatoeba (cmn-eng)":86.13,"Tatoeba (cor-eng)":3.87,"Tatoeba (csb-eng)":20.52,"Tatoeba (cym-eng)":9.1,"Tatoeba (dan-eng)":72.49,"Tatoeba (deu-eng)":96.57,"Tatoeba (dsb-eng)":28.3,"Tatoeba (dtp-eng)":3.87,"Tatoeba (ell-eng)":10.43,"Tatoeba (epo-eng)":30.54,"Tatoeba (est-eng)":7.43,"Tatoeba (eus-eng)":11.67,"Tatoeba (fao-eng)":21.34,"Tatoeba (fin-eng)":18.11,"Tatoeba (fra-eng)":89.39,"Tatoeba (fry-eng)":37.73,"Tatoeba (gla-eng)":4.23,"Tatoeba (gle-eng)":4.4,"Tatoeba (glg-eng)":74.27,"Tatoeba (gsw-eng)":37.04,"Tatoeba (heb-eng)":72.4,"Tatoeba (hin-eng)":82.06,"Tatoeba (hrv-eng)":34.63,"Tatoeba (hsb-eng)":37.13,"Tatoeba (hun-eng)":13.18,"Tatoeba (hye-eng)":0.37,"Tatoeba (ido-eng)":48.29,"Tatoeba (ile-eng)":61.81,"Tatoeba (ina-eng)":78.25,"Tatoeba (ind-eng)":54.64,"Tatoeba (isl-eng)":12.45,"Tatoeba (ita-eng)":81.99,"Tatoeba (jav-eng)":9.0,"Tatoeba (jpn-eng)":86.92,"Tatoeba (kab-eng)":1.95,"Tatoeba (kat-eng)":0.76,"Tatoeba (kaz-eng)":9.15,"Tatoeba (khm-eng)":0.35,"Tatoeba (kor-eng)":75.76,"Tatoeba (kur-eng)":13.51,"Tatoeba (kzj-eng)":5.8,"Tatoeba (lat-eng)":21.15,"Tatoeba (lfn-eng)":47.49,"Tatoeba (lit-eng)":10.45,"Tatoeba (lvs-eng)":10.72,"Tatoeba (mal-eng)":74.47,"Tatoeba (mar-eng)":67.35,"Tatoeba (max-eng)":22.52,"Tatoeba (mhr-eng)":4.3,"Tatoeba (mkd-eng)":34.72,"Tatoeba (mon-eng)":10.95,"Tatoeba (nds-eng)":49.47,"Tatoeba (nld-eng)":87.22,"Tatoeba (nno-eng)":56.01,"Tatoeba (nob-eng)":79.21,"Tatoeba (nov-eng)":54.06,"Tatoeba (oci-eng)":39.12,"Tatoeba (orv-eng)":19.65,"Tatoeba (pam-eng)":4.84,"Tatoeba (pes-eng)":45.04,"Tatoeba (pms-eng)":34.32,"Tatoeba (pol-eng)":83.35,"Tatoeba (por-eng)":89.38,"Tatoeba (ron-eng)":59.11,"Tatoeba (rus-eng)":84.96,"Tatoeba (slk-eng)":65.42,"Tatoeba (slv-eng)":35.88,"Tatoeba (spa-eng)":93.12,"Tatoeba (sqi-eng)":15.39,"Tatoeba (srp-eng)":35.41,"Tatoeba (swe-eng)":86.33,"Tatoeba (swg-eng)":36.39,"Tatoeba (swh-eng)":7.78,"Tatoeba (tam-eng)":65.79,"Tatoeba (tat-eng)":6.67,"Tatoeba (tel-eng)":65.37,"Tatoeba (tgl-eng)":17.86,"Tatoeba (tha-eng)":3.16,"Tatoeba (tuk-eng)":9.61,"Tatoeba (tur-eng)":77.38,"Tatoeba (tzl-eng)":26.1,"Tatoeba (uig-eng)":1.31,"Tatoeba (ukr-eng)":65.33,"Tatoeba (urd-eng)":6.6,"Tatoeba (uzb-eng)":7.86,"Tatoeba (vie-eng)":50.44,"Tatoeba (war-eng)":10.67,"Tatoeba (wuu-eng)":70.58,"Tatoeba (xho-eng)":9.53,"Tatoeba (yid-eng)":1.46,"Tatoeba (yue-eng)":51.32,"Tatoeba (zsm-eng)":54.61}
{"index":24,"Rank":19,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-7b1\">udever-bloom-7b1<\/a>","Model Size (Million Parameters)":7069,"Memory Usage (GB, fp32)":26.33,"Average":37.12,"BUCC (de-en)":87.71,"BUCC (fr-en)":98.41,"BUCC (ru-en)":78.75,"BUCC (zh-en)":98.77,"Tatoeba (afr-eng)":22.56,"Tatoeba (amh-eng)":0.1,"Tatoeba (ang-eng)":34.68,"Tatoeba (ara-eng)":90.62,"Tatoeba (arq-eng)":37.21,"Tatoeba (arz-eng)":74.8,"Tatoeba (ast-eng)":68.37,"Tatoeba (awa-eng)":53.01,"Tatoeba (aze-eng)":8.16,"Tatoeba (bel-eng)":18.49,"Tatoeba (ben-eng)":83.89,"Tatoeba (ber-eng)":5.17,"Tatoeba (bos-eng)":19.28,"Tatoeba (bre-eng)":7.41,"Tatoeba (bul-eng)":28.46,"Tatoeba (cat-eng)":90.24,"Tatoeba (cbk-eng)":61.49,"Tatoeba (ceb-eng)":9.08,"Tatoeba (ces-eng)":12.99,"Tatoeba (cha-eng)":26.96,"Tatoeba (cmn-eng)":95.7,"Tatoeba (cor-eng)":3.86,"Tatoeba (csb-eng)":11.04,"Tatoeba (cym-eng)":8.32,"Tatoeba (dan-eng)":33.6,"Tatoeba (deu-eng)":85.06,"Tatoeba (dsb-eng)":15.0,"Tatoeba (dtp-eng)":5.26,"Tatoeba (ell-eng)":13.08,"Tatoeba (epo-eng)":33.92,"Tatoeba (est-eng)":5.61,"Tatoeba (eus-eng)":74.53,"Tatoeba (fao-eng)":14.42,"Tatoeba (fin-eng)":5.48,"Tatoeba (fra-eng)":94.32,"Tatoeba (fry-eng)":32.37,"Tatoeba (gla-eng)":3.1,"Tatoeba (gle-eng)":3.91,"Tatoeba (glg-eng)":82.55,"Tatoeba (gsw-eng)":23.7,"Tatoeba (heb-eng)":7.49,"Tatoeba (hin-eng)":94.88,"Tatoeba (hrv-eng)":17.75,"Tatoeba (hsb-eng)":13.31,"Tatoeba (hun-eng)":6.65,"Tatoeba (hye-eng)":0.92,"Tatoeba (ido-eng)":47.84,"Tatoeba (ile-eng)":63.65,"Tatoeba (ina-eng)":83.73,"Tatoeba (ind-eng)":91.91,"Tatoeba (isl-eng)":8.0,"Tatoeba (ita-eng)":74.96,"Tatoeba (jav-eng)":22.26,"Tatoeba (jpn-eng)":83.88,"Tatoeba (kab-eng)":1.54,"Tatoeba (kat-eng)":1.48,"Tatoeba (kaz-eng)":9.66,"Tatoeba (khm-eng)":0.7,"Tatoeba (kor-eng)":44.79,"Tatoeba (kur-eng)":12.5,"Tatoeba (kzj-eng)":6.3,"Tatoeba (lat-eng)":46.75,"Tatoeba (lfn-eng)":46.48,"Tatoeba (lit-eng)":5.87,"Tatoeba (lvs-eng)":8.58,"Tatoeba (mal-eng)":95.05,"Tatoeba (mar-eng)":71.56,"Tatoeba (max-eng)":41.45,"Tatoeba (mhr-eng)":3.25,"Tatoeba (mkd-eng)":15.58,"Tatoeba (mon-eng)":7.37,"Tatoeba (nds-eng)":29.88,"Tatoeba (nld-eng)":49.85,"Tatoeba (nno-eng)":20.79,"Tatoeba (nob-eng)":31.94,"Tatoeba (nov-eng)":54.93,"Tatoeba (oci-eng)":45.74,"Tatoeba (orv-eng)":8.44,"Tatoeba (pam-eng)":7.03,"Tatoeba (pes-eng)":21.59,"Tatoeba (pms-eng)":36.58,"Tatoeba (pol-eng)":20.27,"Tatoeba (por-eng)":94.43,"Tatoeba (ron-eng)":33.85,"Tatoeba (rus-eng)":71.23,"Tatoeba (slk-eng)":12.3,"Tatoeba (slv-eng)":13.06,"Tatoeba (spa-eng)":98.13,"Tatoeba (sqi-eng)":15.33,"Tatoeba (srp-eng)":18.75,"Tatoeba (swe-eng)":27.82,"Tatoeba (swg-eng)":29.18,"Tatoeba (swh-eng)":27.81,"Tatoeba (tam-eng)":81.87,"Tatoeba (tat-eng)":4.96,"Tatoeba (tel-eng)":80.56,"Tatoeba (tgl-eng)":11.19,"Tatoeba (tha-eng)":6.78,"Tatoeba (tuk-eng)":6.85,"Tatoeba (tur-eng)":8.96,"Tatoeba (tzl-eng)":32.7,"Tatoeba (uig-eng)":2.02,"Tatoeba (ukr-eng)":31.12,"Tatoeba (urd-eng)":82.87,"Tatoeba (uzb-eng)":8.28,"Tatoeba (vie-eng)":95.83,"Tatoeba (war-eng)":11.23,"Tatoeba (wuu-eng)":87.91,"Tatoeba (xho-eng)":7.96,"Tatoeba (yid-eng)":0.49,"Tatoeba (yue-eng)":89.39,"Tatoeba (zsm-eng)":88.11}
{"index":22,"Rank":20,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-3b\">udever-bloom-3b<\/a>","Model Size (Million Parameters)":3003,"Memory Usage (GB, fp32)":11.19,"Average":34.17,"BUCC (de-en)":71.06,"BUCC (fr-en)":98.17,"BUCC (ru-en)":58.45,"BUCC (zh-en)":98.6,"Tatoeba (afr-eng)":18.66,"Tatoeba (amh-eng)":0.46,"Tatoeba (ang-eng)":27.44,"Tatoeba (ara-eng)":88.21,"Tatoeba (arq-eng)":29.24,"Tatoeba (arz-eng)":73.17,"Tatoeba (ast-eng)":71.25,"Tatoeba (awa-eng)":46.87,"Tatoeba (aze-eng)":7.61,"Tatoeba (bel-eng)":12.17,"Tatoeba (ben-eng)":80.65,"Tatoeba (ber-eng)":5.53,"Tatoeba (bos-eng)":14.99,"Tatoeba (bre-eng)":6.14,"Tatoeba (bul-eng)":26.9,"Tatoeba (cat-eng)":91.17,"Tatoeba (cbk-eng)":63.69,"Tatoeba (ceb-eng)":8.15,"Tatoeba (ces-eng)":8.29,"Tatoeba (cha-eng)":22.58,"Tatoeba (cmn-eng)":95.08,"Tatoeba (cor-eng)":4.0,"Tatoeba (csb-eng)":10.26,"Tatoeba (cym-eng)":8.46,"Tatoeba (dan-eng)":24.91,"Tatoeba (deu-eng)":72.73,"Tatoeba (dsb-eng)":12.44,"Tatoeba (dtp-eng)":5.41,"Tatoeba (ell-eng)":6.72,"Tatoeba (epo-eng)":28.07,"Tatoeba (est-eng)":5.63,"Tatoeba (eus-eng)":63.81,"Tatoeba (fao-eng)":12.9,"Tatoeba (fin-eng)":5.83,"Tatoeba (fra-eng)":93.53,"Tatoeba (fry-eng)":29.09,"Tatoeba (gla-eng)":4.13,"Tatoeba (gle-eng)":4.53,"Tatoeba (glg-eng)":80.98,"Tatoeba (gsw-eng)":19.31,"Tatoeba (heb-eng)":1.92,"Tatoeba (hin-eng)":92.87,"Tatoeba (hrv-eng)":13.69,"Tatoeba (hsb-eng)":12.35,"Tatoeba (hun-eng)":5.57,"Tatoeba (hye-eng)":1.56,"Tatoeba (ido-eng)":45.82,"Tatoeba (ile-eng)":64.41,"Tatoeba (ina-eng)":83.88,"Tatoeba (ind-eng)":90.54,"Tatoeba (isl-eng)":6.93,"Tatoeba (ita-eng)":73.39,"Tatoeba (jav-eng)":19.8,"Tatoeba (jpn-eng)":73.95,"Tatoeba (kab-eng)":1.92,"Tatoeba (kat-eng)":0.71,"Tatoeba (kaz-eng)":6.75,"Tatoeba (khm-eng)":0.09,"Tatoeba (kor-eng)":29.16,"Tatoeba (kur-eng)":11.84,"Tatoeba (kzj-eng)":5.99,"Tatoeba (lat-eng)":38.34,"Tatoeba (lfn-eng)":48.25,"Tatoeba (lit-eng)":5.82,"Tatoeba (lvs-eng)":6.95,"Tatoeba (mal-eng)":93.12,"Tatoeba (mar-eng)":65.18,"Tatoeba (max-eng)":40.88,"Tatoeba (mhr-eng)":2.88,"Tatoeba (mkd-eng)":13.93,"Tatoeba (mon-eng)":4.48,"Tatoeba (nds-eng)":24.45,"Tatoeba (nld-eng)":36.81,"Tatoeba (nno-eng)":16.07,"Tatoeba (nob-eng)":22.79,"Tatoeba (nov-eng)":53.3,"Tatoeba (oci-eng)":41.08,"Tatoeba (orv-eng)":5.61,"Tatoeba (pam-eng)":7.18,"Tatoeba (pes-eng)":17.01,"Tatoeba (pms-eng)":32.19,"Tatoeba (pol-eng)":14.83,"Tatoeba (por-eng)":93.62,"Tatoeba (ron-eng)":30.35,"Tatoeba (rus-eng)":62.61,"Tatoeba (slk-eng)":11.36,"Tatoeba (slv-eng)":10.89,"Tatoeba (spa-eng)":97.77,"Tatoeba (sqi-eng)":13.17,"Tatoeba (srp-eng)":15.09,"Tatoeba (swe-eng)":21.73,"Tatoeba (swg-eng)":22.77,"Tatoeba (swh-eng)":25.43,"Tatoeba (tam-eng)":84.66,"Tatoeba (tat-eng)":4.92,"Tatoeba (tel-eng)":79.3,"Tatoeba (tgl-eng)":10.75,"Tatoeba (tha-eng)":3.08,"Tatoeba (tuk-eng)":5.83,"Tatoeba (tur-eng)":7.14,"Tatoeba (tzl-eng)":31.64,"Tatoeba (uig-eng)":1.0,"Tatoeba (ukr-eng)":25.42,"Tatoeba (urd-eng)":76.77,"Tatoeba (uzb-eng)":5.91,"Tatoeba (vie-eng)":96.05,"Tatoeba (war-eng)":10.73,"Tatoeba (wuu-eng)":84.6,"Tatoeba (xho-eng)":7.79,"Tatoeba (yid-eng)":0.28,"Tatoeba (yue-eng)":86.38,"Tatoeba (zsm-eng)":85.22}
{"index":12,"Rank":21,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/bigscience\/sgpt-bloom-7b1-msmarco\">sgpt-bloom-7b1-msmarco<\/a>","Model Size (Million Parameters)":7068,"Memory Usage (GB, fp32)":26.33,"Average":31.08,"BUCC (de-en)":54.0,"BUCC (fr-en)":97.06,"BUCC (ru-en)":45.3,"BUCC (zh-en)":97.96,"Tatoeba (afr-eng)":16.62,"Tatoeba (amh-eng)":0.03,"Tatoeba (ang-eng)":28.76,"Tatoeba (ara-eng)":85.37,"Tatoeba (arq-eng)":27.75,"Tatoeba (arz-eng)":70.66,"Tatoeba (ast-eng)":71.13,"Tatoeba (awa-eng)":35.01,"Tatoeba (aze-eng)":6.32,"Tatoeba (bel-eng)":8.03,"Tatoeba (ben-eng)":75.98,"Tatoeba (ber-eng)":4.92,"Tatoeba (bos-eng)":13.65,"Tatoeba (bre-eng)":4.67,"Tatoeba (bul-eng)":20.09,"Tatoeba (cat-eng)":88.31,"Tatoeba (cbk-eng)":64.63,"Tatoeba (ceb-eng)":6.64,"Tatoeba (ces-eng)":9.55,"Tatoeba (cha-eng)":23.26,"Tatoeba (cmn-eng)":91.45,"Tatoeba (cor-eng)":2.83,"Tatoeba (csb-eng)":10.03,"Tatoeba (cym-eng)":6.97,"Tatoeba (dan-eng)":23.52,"Tatoeba (deu-eng)":70.1,"Tatoeba (dsb-eng)":8.78,"Tatoeba (dtp-eng)":3.41,"Tatoeba (ell-eng)":5.34,"Tatoeba (epo-eng)":26.2,"Tatoeba (est-eng)":4.76,"Tatoeba (eus-eng)":53.38,"Tatoeba (fao-eng)":12.61,"Tatoeba (fin-eng)":3.41,"Tatoeba (fra-eng)":91.44,"Tatoeba (fry-eng)":24.62,"Tatoeba (gla-eng)":2.09,"Tatoeba (gle-eng)":3.26,"Tatoeba (glg-eng)":79.86,"Tatoeba (gsw-eng)":21.03,"Tatoeba (heb-eng)":1.69,"Tatoeba (hin-eng)":85.23,"Tatoeba (hrv-eng)":12.79,"Tatoeba (hsb-eng)":9.68,"Tatoeba (hun-eng)":5.07,"Tatoeba (hye-eng)":0.5,"Tatoeba (ido-eng)":43.91,"Tatoeba (ile-eng)":59.59,"Tatoeba (ina-eng)":73.67,"Tatoeba (ind-eng)":88.04,"Tatoeba (isl-eng)":6.29,"Tatoeba (ita-eng)":65.04,"Tatoeba (jav-eng)":15.02,"Tatoeba (jpn-eng)":71.36,"Tatoeba (kab-eng)":1.69,"Tatoeba (kat-eng)":0.42,"Tatoeba (kaz-eng)":3.32,"Tatoeba (khm-eng)":0.37,"Tatoeba (kor-eng)":22.39,"Tatoeba (kur-eng)":8.26,"Tatoeba (kzj-eng)":5.17,"Tatoeba (lat-eng)":28.76,"Tatoeba (lfn-eng)":44.85,"Tatoeba (lit-eng)":4.49,"Tatoeba (lvs-eng)":6.55,"Tatoeba (mal-eng)":83.3,"Tatoeba (mar-eng)":45.53,"Tatoeba (max-eng)":36.14,"Tatoeba (mhr-eng)":1.56,"Tatoeba (mkd-eng)":10.47,"Tatoeba (mon-eng)":2.85,"Tatoeba (nds-eng)":23.92,"Tatoeba (nld-eng)":29.74,"Tatoeba (nno-eng)":16.28,"Tatoeba (nob-eng)":21.07,"Tatoeba (nov-eng)":52.23,"Tatoeba (oci-eng)":40.17,"Tatoeba (orv-eng)":5.79,"Tatoeba (pam-eng)":5.85,"Tatoeba (pes-eng)":12.13,"Tatoeba (pms-eng)":31.94,"Tatoeba (pol-eng)":14.09,"Tatoeba (por-eng)":92.62,"Tatoeba (ron-eng)":27.23,"Tatoeba (rus-eng)":59.84,"Tatoeba (slk-eng)":9.98,"Tatoeba (slv-eng)":10.14,"Tatoeba (spa-eng)":94.48,"Tatoeba (sqi-eng)":10.38,"Tatoeba (srp-eng)":11.69,"Tatoeba (swe-eng)":19.53,"Tatoeba (swg-eng)":16.89,"Tatoeba (swh-eng)":16.74,"Tatoeba (tam-eng)":72.76,"Tatoeba (tat-eng)":3.59,"Tatoeba (tel-eng)":64.62,"Tatoeba (tgl-eng)":10.7,"Tatoeba (tha-eng)":2.22,"Tatoeba (tuk-eng)":5.48,"Tatoeba (tur-eng)":6.15,"Tatoeba (tzl-eng)":27.82,"Tatoeba (uig-eng)":1.27,"Tatoeba (ukr-eng)":22.06,"Tatoeba (urd-eng)":70.1,"Tatoeba (uzb-eng)":4.71,"Tatoeba (vie-eng)":94.2,"Tatoeba (war-eng)":10.38,"Tatoeba (wuu-eng)":79.58,"Tatoeba (xho-eng)":5.51,"Tatoeba (yid-eng)":0.16,"Tatoeba (yue-eng)":77.03,"Tatoeba (zsm-eng)":79.95}
{"index":21,"Rank":22,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-1b1\">udever-bloom-1b1<\/a>","Model Size (Million Parameters)":1065,"Memory Usage (GB, fp32)":3.97,"Average":29.85,"BUCC (de-en)":42.03,"BUCC (fr-en)":97.71,"BUCC (ru-en)":24.11,"BUCC (zh-en)":98.24,"Tatoeba (afr-eng)":14.54,"Tatoeba (amh-eng)":0.12,"Tatoeba (ang-eng)":19.43,"Tatoeba (ara-eng)":86.43,"Tatoeba (arq-eng)":26.28,"Tatoeba (arz-eng)":66.01,"Tatoeba (ast-eng)":68.16,"Tatoeba (awa-eng)":45.66,"Tatoeba (aze-eng)":6.63,"Tatoeba (bel-eng)":9.62,"Tatoeba (ben-eng)":78.76,"Tatoeba (ber-eng)":4.58,"Tatoeba (bos-eng)":11.93,"Tatoeba (bre-eng)":5.35,"Tatoeba (bul-eng)":14.25,"Tatoeba (cat-eng)":84.54,"Tatoeba (cbk-eng)":61.04,"Tatoeba (ceb-eng)":7.75,"Tatoeba (ces-eng)":5.64,"Tatoeba (cha-eng)":22.9,"Tatoeba (cmn-eng)":93.97,"Tatoeba (cor-eng)":3.13,"Tatoeba (csb-eng)":9.04,"Tatoeba (cym-eng)":7.77,"Tatoeba (dan-eng)":17.55,"Tatoeba (deu-eng)":53.27,"Tatoeba (dsb-eng)":9.57,"Tatoeba (dtp-eng)":3.82,"Tatoeba (ell-eng)":2.34,"Tatoeba (epo-eng)":23.11,"Tatoeba (est-eng)":4.47,"Tatoeba (eus-eng)":59.64,"Tatoeba (fao-eng)":9.42,"Tatoeba (fin-eng)":4.27,"Tatoeba (fra-eng)":92.77,"Tatoeba (fry-eng)":25.34,"Tatoeba (gla-eng)":2.99,"Tatoeba (gle-eng)":3.96,"Tatoeba (glg-eng)":75.92,"Tatoeba (gsw-eng)":21.86,"Tatoeba (heb-eng)":0.69,"Tatoeba (hin-eng)":91.53,"Tatoeba (hrv-eng)":9.73,"Tatoeba (hsb-eng)":9.78,"Tatoeba (hun-eng)":4.3,"Tatoeba (hye-eng)":0.65,"Tatoeba (ido-eng)":39.15,"Tatoeba (ile-eng)":56.08,"Tatoeba (ina-eng)":74.59,"Tatoeba (ind-eng)":88.3,"Tatoeba (isl-eng)":5.46,"Tatoeba (ita-eng)":55.97,"Tatoeba (jav-eng)":18.6,"Tatoeba (jpn-eng)":65.97,"Tatoeba (kab-eng)":1.14,"Tatoeba (kat-eng)":0.91,"Tatoeba (kaz-eng)":4.7,"Tatoeba (khm-eng)":0.01,"Tatoeba (kor-eng)":12.56,"Tatoeba (kur-eng)":10.65,"Tatoeba (kzj-eng)":4.78,"Tatoeba (lat-eng)":27.65,"Tatoeba (lfn-eng)":41.94,"Tatoeba (lit-eng)":4.83,"Tatoeba (lvs-eng)":5.53,"Tatoeba (mal-eng)":85.56,"Tatoeba (mar-eng)":52.67,"Tatoeba (max-eng)":39.38,"Tatoeba (mhr-eng)":2.38,"Tatoeba (mkd-eng)":6.19,"Tatoeba (mon-eng)":4.79,"Tatoeba (nds-eng)":17.76,"Tatoeba (nld-eng)":25.15,"Tatoeba (nno-eng)":13.33,"Tatoeba (nob-eng)":17.67,"Tatoeba (nov-eng)":49.14,"Tatoeba (oci-eng)":39.02,"Tatoeba (orv-eng)":3.07,"Tatoeba (pam-eng)":5.68,"Tatoeba (pes-eng)":13.51,"Tatoeba (pms-eng)":27.6,"Tatoeba (pol-eng)":9.61,"Tatoeba (por-eng)":92.52,"Tatoeba (ron-eng)":23.2,"Tatoeba (rus-eng)":40.27,"Tatoeba (slk-eng)":8.52,"Tatoeba (slv-eng)":8.1,"Tatoeba (spa-eng)":96.05,"Tatoeba (sqi-eng)":12.07,"Tatoeba (srp-eng)":8.76,"Tatoeba (swe-eng)":14.94,"Tatoeba (swg-eng)":21.63,"Tatoeba (swh-eng)":16.31,"Tatoeba (tam-eng)":77.3,"Tatoeba (tat-eng)":2.86,"Tatoeba (tel-eng)":69.05,"Tatoeba (tgl-eng)":8.63,"Tatoeba (tha-eng)":1.64,"Tatoeba (tuk-eng)":5.14,"Tatoeba (tur-eng)":5.09,"Tatoeba (tzl-eng)":31.31,"Tatoeba (uig-eng)":1.68,"Tatoeba (ukr-eng)":14.32,"Tatoeba (urd-eng)":68.96,"Tatoeba (uzb-eng)":5.15,"Tatoeba (vie-eng)":94.57,"Tatoeba (war-eng)":8.07,"Tatoeba (wuu-eng)":81.18,"Tatoeba (xho-eng)":8.3,"Tatoeba (yid-eng)":0.12,"Tatoeba (yue-eng)":81.35,"Tatoeba (zsm-eng)":81.48}
{"index":23,"Rank":23,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-560m\">udever-bloom-560m<\/a>","Model Size (Million Parameters)":559,"Memory Usage (GB, fp32)":2.08,"Average":24.03,"BUCC (de-en)":11.3,"BUCC (fr-en)":96.18,"BUCC (ru-en)":1.59,"BUCC (zh-en)":96.16,"Tatoeba (afr-eng)":9.01,"Tatoeba (amh-eng)":0.21,"Tatoeba (ang-eng)":13.31,"Tatoeba (ara-eng)":80.09,"Tatoeba (arq-eng)":16.16,"Tatoeba (arz-eng)":49.42,"Tatoeba (ast-eng)":59.96,"Tatoeba (awa-eng)":30.54,"Tatoeba (aze-eng)":3.44,"Tatoeba (bel-eng)":3.28,"Tatoeba (ben-eng)":70.14,"Tatoeba (ber-eng)":3.92,"Tatoeba (bos-eng)":9.17,"Tatoeba (bre-eng)":3.85,"Tatoeba (bul-eng)":4.58,"Tatoeba (cat-eng)":81.55,"Tatoeba (cbk-eng)":55.71,"Tatoeba (ceb-eng)":5.64,"Tatoeba (ces-eng)":3.76,"Tatoeba (cha-eng)":16.46,"Tatoeba (cmn-eng)":92.95,"Tatoeba (cor-eng)":3.13,"Tatoeba (csb-eng)":5.26,"Tatoeba (cym-eng)":5.87,"Tatoeba (dan-eng)":11.4,"Tatoeba (deu-eng)":29.34,"Tatoeba (dsb-eng)":5.83,"Tatoeba (dtp-eng)":3.37,"Tatoeba (ell-eng)":0.89,"Tatoeba (epo-eng)":13.42,"Tatoeba (est-eng)":3.08,"Tatoeba (eus-eng)":42.35,"Tatoeba (fao-eng)":8.3,"Tatoeba (fin-eng)":3.5,"Tatoeba (fra-eng)":91.65,"Tatoeba (fry-eng)":18.1,"Tatoeba (gla-eng)":2.73,"Tatoeba (gle-eng)":3.46,"Tatoeba (glg-eng)":69.26,"Tatoeba (gsw-eng)":17.5,"Tatoeba (heb-eng)":0.25,"Tatoeba (hin-eng)":85.35,"Tatoeba (hrv-eng)":6.27,"Tatoeba (hsb-eng)":6.8,"Tatoeba (hun-eng)":3.25,"Tatoeba (hye-eng)":0.23,"Tatoeba (ido-eng)":26.21,"Tatoeba (ile-eng)":44.24,"Tatoeba (ina-eng)":63.9,"Tatoeba (ind-eng)":85.46,"Tatoeba (isl-eng)":3.27,"Tatoeba (ita-eng)":37.29,"Tatoeba (jav-eng)":14.35,"Tatoeba (jpn-eng)":48.83,"Tatoeba (kab-eng)":0.89,"Tatoeba (kat-eng)":0.4,"Tatoeba (kaz-eng)":0.74,"Tatoeba (khm-eng)":0.15,"Tatoeba (kor-eng)":2.65,"Tatoeba (kur-eng)":6.48,"Tatoeba (kzj-eng)":3.39,"Tatoeba (lat-eng)":19.55,"Tatoeba (lfn-eng)":37.52,"Tatoeba (lit-eng)":3.17,"Tatoeba (lvs-eng)":3.53,"Tatoeba (mal-eng)":73.36,"Tatoeba (mar-eng)":47.23,"Tatoeba (max-eng)":33.46,"Tatoeba (mhr-eng)":0.44,"Tatoeba (mkd-eng)":2.77,"Tatoeba (mon-eng)":0.85,"Tatoeba (nds-eng)":11.83,"Tatoeba (nld-eng)":16.33,"Tatoeba (nno-eng)":8.05,"Tatoeba (nob-eng)":11.91,"Tatoeba (nov-eng)":38.78,"Tatoeba (oci-eng)":29.39,"Tatoeba (orv-eng)":0.54,"Tatoeba (pam-eng)":3.78,"Tatoeba (pes-eng)":5.87,"Tatoeba (pms-eng)":17.49,"Tatoeba (pol-eng)":5.63,"Tatoeba (por-eng)":92.08,"Tatoeba (ron-eng)":14.95,"Tatoeba (rus-eng)":25.22,"Tatoeba (slk-eng)":5.49,"Tatoeba (slv-eng)":5.41,"Tatoeba (spa-eng)":95.48,"Tatoeba (sqi-eng)":8.49,"Tatoeba (srp-eng)":4.55,"Tatoeba (swe-eng)":10.72,"Tatoeba (swg-eng)":16.44,"Tatoeba (swh-eng)":14.52,"Tatoeba (tam-eng)":62.26,"Tatoeba (tat-eng)":0.97,"Tatoeba (tel-eng)":35.84,"Tatoeba (tgl-eng)":6.52,"Tatoeba (tha-eng)":0.51,"Tatoeba (tuk-eng)":2.81,"Tatoeba (tur-eng)":3.49,"Tatoeba (tzl-eng)":14.52,"Tatoeba (uig-eng)":0.53,"Tatoeba (ukr-eng)":4.93,"Tatoeba (urd-eng)":61.62,"Tatoeba (uzb-eng)":2.54,"Tatoeba (vie-eng)":92.86,"Tatoeba (war-eng)":7.19,"Tatoeba (wuu-eng)":74.62,"Tatoeba (xho-eng)":4.83,"Tatoeba (yid-eng)":0.19,"Tatoeba (yue-eng)":74.35,"Tatoeba (zsm-eng)":74.89}
{"index":34,"Rank":24,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/sentence-t5-xl\">sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":21.98,"BUCC (de-en)":95.04,"BUCC (fr-en)":94.96,"BUCC (ru-en)":8.33,"BUCC (zh-en)":1.3,"Tatoeba (afr-eng)":41.84,"Tatoeba (amh-eng)":0.03,"Tatoeba (ang-eng)":37.87,"Tatoeba (ara-eng)":0.61,"Tatoeba (arq-eng)":0.74,"Tatoeba (arz-eng)":0.42,"Tatoeba (ast-eng)":65.41,"Tatoeba (awa-eng)":1.46,"Tatoeba (aze-eng)":8.79,"Tatoeba (bel-eng)":5.76,"Tatoeba (ben-eng)":0.01,"Tatoeba (ber-eng)":5.92,"Tatoeba (bos-eng)":16.12,"Tatoeba (bre-eng)":6.12,"Tatoeba (bul-eng)":9.06,"Tatoeba (cat-eng)":57.4,"Tatoeba (cbk-eng)":57.68,"Tatoeba (ceb-eng)":12.56,"Tatoeba (ces-eng)":9.47,"Tatoeba (cha-eng)":27.13,"Tatoeba (cmn-eng)":1.82,"Tatoeba (cor-eng)":3.87,"Tatoeba (csb-eng)":14.41,"Tatoeba (cym-eng)":6.69,"Tatoeba (dan-eng)":54.87,"Tatoeba (deu-eng)":93.72,"Tatoeba (dsb-eng)":14.74,"Tatoeba (dtp-eng)":5.84,"Tatoeba (ell-eng)":0.6,"Tatoeba (epo-eng)":30.8,"Tatoeba (est-eng)":5.39,"Tatoeba (eus-eng)":11.9,"Tatoeba (fao-eng)":28.08,"Tatoeba (fin-eng)":6.81,"Tatoeba (fra-eng)":85.29,"Tatoeba (fry-eng)":38.68,"Tatoeba (gla-eng)":2.96,"Tatoeba (gle-eng)":3.74,"Tatoeba (glg-eng)":70.0,"Tatoeba (gsw-eng)":30.49,"Tatoeba (heb-eng)":0.87,"Tatoeba (hin-eng)":0.1,"Tatoeba (hrv-eng)":17.43,"Tatoeba (hsb-eng)":14.69,"Tatoeba (hun-eng)":7.28,"Tatoeba (hye-eng)":0.77,"Tatoeba (ido-eng)":46.65,"Tatoeba (ile-eng)":59.43,"Tatoeba (ina-eng)":82.71,"Tatoeba (ind-eng)":37.26,"Tatoeba (isl-eng)":11.21,"Tatoeba (ita-eng)":79.77,"Tatoeba (jav-eng)":7.81,"Tatoeba (jpn-eng)":0.91,"Tatoeba (kab-eng)":2.23,"Tatoeba (kat-eng)":1.48,"Tatoeba (kaz-eng)":1.77,"Tatoeba (khm-eng)":0.38,"Tatoeba (kor-eng)":1.96,"Tatoeba (kur-eng)":12.11,"Tatoeba (kzj-eng)":6.13,"Tatoeba (lat-eng)":27.84,"Tatoeba (lfn-eng)":45.89,"Tatoeba (lit-eng)":5.94,"Tatoeba (lvs-eng)":8.11,"Tatoeba (mal-eng)":0.59,"Tatoeba (mar-eng)":0.03,"Tatoeba (max-eng)":21.7,"Tatoeba (mhr-eng)":0.68,"Tatoeba (mkd-eng)":5.92,"Tatoeba (mon-eng)":2.39,"Tatoeba (nds-eng)":45.04,"Tatoeba (nld-eng)":64.75,"Tatoeba (nno-eng)":36.74,"Tatoeba (nob-eng)":54.77,"Tatoeba (nov-eng)":57.12,"Tatoeba (oci-eng)":34.39,"Tatoeba (orv-eng)":2.04,"Tatoeba (pam-eng)":8.34,"Tatoeba (pes-eng)":0.87,"Tatoeba (pms-eng)":38.06,"Tatoeba (pol-eng)":28.35,"Tatoeba (por-eng)":83.61,"Tatoeba (ron-eng)":65.27,"Tatoeba (rus-eng)":30.42,"Tatoeba (slk-eng)":13.19,"Tatoeba (slv-eng)":13.49,"Tatoeba (spa-eng)":89.18,"Tatoeba (sqi-eng)":14.66,"Tatoeba (srp-eng)":13.24,"Tatoeba (swe-eng)":60.67,"Tatoeba (swg-eng)":34.76,"Tatoeba (swh-eng)":8.07,"Tatoeba (tam-eng)":0.36,"Tatoeba (tat-eng)":1.46,"Tatoeba (tel-eng)":0.67,"Tatoeba (tgl-eng)":25.22,"Tatoeba (tha-eng)":1.58,"Tatoeba (tuk-eng)":4.99,"Tatoeba (tur-eng)":7.72,"Tatoeba (tzl-eng)":38.49,"Tatoeba (uig-eng)":0.87,"Tatoeba (ukr-eng)":9.12,"Tatoeba (urd-eng)":0.0,"Tatoeba (uzb-eng)":5.48,"Tatoeba (vie-eng)":8.45,"Tatoeba (war-eng)":13.75,"Tatoeba (wuu-eng)":1.44,"Tatoeba (xho-eng)":9.15,"Tatoeba (yid-eng)":0.28,"Tatoeba (yue-eng)":0.98,"Tatoeba (zsm-eng)":35.71}
{"index":30,"Rank":25,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/gtr-t5-xl\">gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":19.48,"BUCC (de-en)":90.99,"BUCC (fr-en)":88.55,"BUCC (ru-en)":2.07,"BUCC (zh-en)":1.49,"Tatoeba (afr-eng)":33.47,"Tatoeba (amh-eng)":0.01,"Tatoeba (ang-eng)":30.74,"Tatoeba (ara-eng)":0.47,"Tatoeba (arq-eng)":0.34,"Tatoeba (arz-eng)":0.14,"Tatoeba (ast-eng)":51.74,"Tatoeba (awa-eng)":0.49,"Tatoeba (aze-eng)":7.43,"Tatoeba (bel-eng)":3.45,"Tatoeba (ben-eng)":0.06,"Tatoeba (ber-eng)":5.79,"Tatoeba (bos-eng)":17.43,"Tatoeba (bre-eng)":5.69,"Tatoeba (bul-eng)":7.55,"Tatoeba (cat-eng)":48.06,"Tatoeba (cbk-eng)":54.56,"Tatoeba (ceb-eng)":8.72,"Tatoeba (ces-eng)":8.76,"Tatoeba (cha-eng)":27.56,"Tatoeba (cmn-eng)":2.26,"Tatoeba (cor-eng)":3.69,"Tatoeba (csb-eng)":13.18,"Tatoeba (cym-eng)":6.97,"Tatoeba (dan-eng)":47.36,"Tatoeba (deu-eng)":91.54,"Tatoeba (dsb-eng)":13.2,"Tatoeba (dtp-eng)":4.54,"Tatoeba (ell-eng)":0.55,"Tatoeba (epo-eng)":27.86,"Tatoeba (est-eng)":5.13,"Tatoeba (eus-eng)":10.23,"Tatoeba (fao-eng)":21.44,"Tatoeba (fin-eng)":6.62,"Tatoeba (fra-eng)":79.66,"Tatoeba (fry-eng)":32.92,"Tatoeba (gla-eng)":2.87,"Tatoeba (gle-eng)":3.26,"Tatoeba (glg-eng)":63.81,"Tatoeba (gsw-eng)":29.71,"Tatoeba (heb-eng)":0.33,"Tatoeba (hin-eng)":0.25,"Tatoeba (hrv-eng)":17.16,"Tatoeba (hsb-eng)":12.02,"Tatoeba (hun-eng)":7.21,"Tatoeba (hye-eng)":0.78,"Tatoeba (ido-eng)":40.83,"Tatoeba (ile-eng)":54.95,"Tatoeba (ina-eng)":72.28,"Tatoeba (ind-eng)":30.95,"Tatoeba (isl-eng)":11.29,"Tatoeba (ita-eng)":73.83,"Tatoeba (jav-eng)":8.66,"Tatoeba (jpn-eng)":0.61,"Tatoeba (kab-eng)":1.78,"Tatoeba (kat-eng)":0.79,"Tatoeba (kaz-eng)":0.95,"Tatoeba (khm-eng)":0.49,"Tatoeba (kor-eng)":1.87,"Tatoeba (kur-eng)":10.91,"Tatoeba (kzj-eng)":5.72,"Tatoeba (lat-eng)":18.24,"Tatoeba (lfn-eng)":43.49,"Tatoeba (lit-eng)":7.13,"Tatoeba (lvs-eng)":7.04,"Tatoeba (mal-eng)":0.44,"Tatoeba (mar-eng)":0.03,"Tatoeba (max-eng)":18.99,"Tatoeba (mhr-eng)":1.11,"Tatoeba (mkd-eng)":2.49,"Tatoeba (mon-eng)":2.01,"Tatoeba (nds-eng)":39.96,"Tatoeba (nld-eng)":58.86,"Tatoeba (nno-eng)":29.07,"Tatoeba (nob-eng)":40.25,"Tatoeba (nov-eng)":50.19,"Tatoeba (oci-eng)":30.72,"Tatoeba (orv-eng)":0.85,"Tatoeba (pam-eng)":7.21,"Tatoeba (pes-eng)":0.53,"Tatoeba (pms-eng)":31.07,"Tatoeba (pol-eng)":18.06,"Tatoeba (por-eng)":81.92,"Tatoeba (ron-eng)":62.6,"Tatoeba (rus-eng)":22.24,"Tatoeba (slk-eng)":10.59,"Tatoeba (slv-eng)":11.4,"Tatoeba (spa-eng)":85.78,"Tatoeba (sqi-eng)":14.92,"Tatoeba (srp-eng)":9.87,"Tatoeba (swe-eng)":55.08,"Tatoeba (swg-eng)":32.66,"Tatoeba (swh-eng)":7.64,"Tatoeba (tam-eng)":0.49,"Tatoeba (tat-eng)":1.28,"Tatoeba (tel-eng)":0.45,"Tatoeba (tgl-eng)":23.63,"Tatoeba (tha-eng)":0.61,"Tatoeba (tuk-eng)":5.71,"Tatoeba (tur-eng)":8.25,"Tatoeba (tzl-eng)":28.4,"Tatoeba (uig-eng)":0.57,"Tatoeba (ukr-eng)":5.69,"Tatoeba (urd-eng)":0.0,"Tatoeba (uzb-eng)":4.19,"Tatoeba (vie-eng)":9.07,"Tatoeba (war-eng)":12.31,"Tatoeba (wuu-eng)":1.38,"Tatoeba (xho-eng)":7.6,"Tatoeba (yid-eng)":0.41,"Tatoeba (yue-eng)":1.31,"Tatoeba (zsm-eng)":29.74}
{"index":2,"Rank":26,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/ClayAtlas\/winberta-base\">winberta-base<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":18.78,"BUCC (de-en)":9.26,"BUCC (fr-en)":17.41,"BUCC (ru-en)":51.97,"BUCC (zh-en)":88.7,"Tatoeba (afr-eng)":13.22,"Tatoeba (amh-eng)":5.75,"Tatoeba (ang-eng)":13.26,"Tatoeba (ara-eng)":19.56,"Tatoeba (arq-eng)":3.99,"Tatoeba (arz-eng)":11.42,"Tatoeba (ast-eng)":17.74,"Tatoeba (awa-eng)":16.75,"Tatoeba (aze-eng)":8.55,"Tatoeba (bel-eng)":24.34,"Tatoeba (ben-eng)":23.45,"Tatoeba (ber-eng)":2.49,"Tatoeba (bos-eng)":15.81,"Tatoeba (bre-eng)":3.22,"Tatoeba (bul-eng)":42.18,"Tatoeba (cat-eng)":15.96,"Tatoeba (cbk-eng)":10.95,"Tatoeba (ceb-eng)":4.8,"Tatoeba (ces-eng)":11.89,"Tatoeba (cha-eng)":9.11,"Tatoeba (cmn-eng)":86.26,"Tatoeba (cor-eng)":1.94,"Tatoeba (csb-eng)":7.17,"Tatoeba (cym-eng)":5.64,"Tatoeba (dan-eng)":26.0,"Tatoeba (deu-eng)":20.2,"Tatoeba (dsb-eng)":4.49,"Tatoeba (dtp-eng)":1.76,"Tatoeba (ell-eng)":9.5,"Tatoeba (epo-eng)":8.25,"Tatoeba (est-eng)":5.45,"Tatoeba (eus-eng)":7.38,"Tatoeba (fao-eng)":6.34,"Tatoeba (fin-eng)":13.53,"Tatoeba (fra-eng)":19.96,"Tatoeba (fry-eng)":19.03,"Tatoeba (gla-eng)":2.68,"Tatoeba (gle-eng)":3.65,"Tatoeba (glg-eng)":19.32,"Tatoeba (gsw-eng)":11.69,"Tatoeba (heb-eng)":30.26,"Tatoeba (hin-eng)":49.45,"Tatoeba (hrv-eng)":10.05,"Tatoeba (hsb-eng)":6.44,"Tatoeba (hun-eng)":14.77,"Tatoeba (hye-eng)":23.13,"Tatoeba (ido-eng)":11.78,"Tatoeba (ile-eng)":17.24,"Tatoeba (ina-eng)":23.22,"Tatoeba (ind-eng)":32.13,"Tatoeba (isl-eng)":7.49,"Tatoeba (ita-eng)":15.98,"Tatoeba (jav-eng)":6.74,"Tatoeba (jpn-eng)":52.34,"Tatoeba (kab-eng)":0.6,"Tatoeba (kat-eng)":33.0,"Tatoeba (kaz-eng)":16.97,"Tatoeba (khm-eng)":15.33,"Tatoeba (kor-eng)":48.19,"Tatoeba (kur-eng)":6.11,"Tatoeba (kzj-eng)":2.34,"Tatoeba (lat-eng)":7.87,"Tatoeba (lfn-eng)":8.76,"Tatoeba (lit-eng)":8.13,"Tatoeba (lvs-eng)":7.4,"Tatoeba (mal-eng)":36.61,"Tatoeba (mar-eng)":28.56,"Tatoeba (max-eng)":13.73,"Tatoeba (mhr-eng)":3.52,"Tatoeba (mkd-eng)":16.69,"Tatoeba (mon-eng)":24.85,"Tatoeba (nds-eng)":14.99,"Tatoeba (nld-eng)":29.41,"Tatoeba (nno-eng)":13.8,"Tatoeba (nob-eng)":27.89,"Tatoeba (nov-eng)":25.22,"Tatoeba (oci-eng)":6.69,"Tatoeba (orv-eng)":3.11,"Tatoeba (pam-eng)":3.09,"Tatoeba (pes-eng)":51.06,"Tatoeba (pms-eng)":9.27,"Tatoeba (pol-eng)":14.51,"Tatoeba (por-eng)":28.6,"Tatoeba (ron-eng)":17.36,"Tatoeba (rus-eng)":60.68,"Tatoeba (slk-eng)":14.05,"Tatoeba (slv-eng)":10.17,"Tatoeba (spa-eng)":28.19,"Tatoeba (sqi-eng)":15.83,"Tatoeba (srp-eng)":12.92,"Tatoeba (swe-eng)":21.75,"Tatoeba (swg-eng)":10.95,"Tatoeba (swh-eng)":6.37,"Tatoeba (tam-eng)":26.72,"Tatoeba (tat-eng)":2.51,"Tatoeba (tel-eng)":23.69,"Tatoeba (tgl-eng)":5.76,"Tatoeba (tha-eng)":60.21,"Tatoeba (tuk-eng)":4.02,"Tatoeba (tur-eng)":9.38,"Tatoeba (tzl-eng)":20.61,"Tatoeba (uig-eng)":2.65,"Tatoeba (ukr-eng)":39.8,"Tatoeba (urd-eng)":24.79,"Tatoeba (uzb-eng)":3.53,"Tatoeba (vie-eng)":49.56,"Tatoeba (war-eng)":4.84,"Tatoeba (wuu-eng)":73.25,"Tatoeba (xho-eng)":8.03,"Tatoeba (yid-eng)":2.26,"Tatoeba (yue-eng)":58.35,"Tatoeba (zsm-eng)":30.9}
{"index":33,"Rank":27,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/sentence-t5-large\">sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":17.26,"BUCC (de-en)":87.0,"BUCC (fr-en)":88.91,"BUCC (ru-en)":0.44,"BUCC (zh-en)":0.95,"Tatoeba (afr-eng)":23.7,"Tatoeba (amh-eng)":0.65,"Tatoeba (ang-eng)":30.98,"Tatoeba (ara-eng)":0.48,"Tatoeba (arq-eng)":0.68,"Tatoeba (arz-eng)":0.22,"Tatoeba (ast-eng)":55.3,"Tatoeba (awa-eng)":1.03,"Tatoeba (aze-eng)":5.83,"Tatoeba (bel-eng)":1.66,"Tatoeba (ben-eng)":0.0,"Tatoeba (ber-eng)":5.62,"Tatoeba (bos-eng)":12.23,"Tatoeba (bre-eng)":5.84,"Tatoeba (bul-eng)":1.35,"Tatoeba (cat-eng)":48.56,"Tatoeba (cbk-eng)":46.97,"Tatoeba (ceb-eng)":9.79,"Tatoeba (ces-eng)":6.0,"Tatoeba (cha-eng)":24.21,"Tatoeba (cmn-eng)":2.26,"Tatoeba (cor-eng)":4.03,"Tatoeba (csb-eng)":9.53,"Tatoeba (cym-eng)":9.17,"Tatoeba (dan-eng)":34.63,"Tatoeba (deu-eng)":89.31,"Tatoeba (dsb-eng)":9.68,"Tatoeba (dtp-eng)":4.66,"Tatoeba (ell-eng)":0.77,"Tatoeba (epo-eng)":26.88,"Tatoeba (est-eng)":5.19,"Tatoeba (eus-eng)":9.46,"Tatoeba (fao-eng)":21.59,"Tatoeba (fin-eng)":5.66,"Tatoeba (fra-eng)":79.71,"Tatoeba (fry-eng)":28.29,"Tatoeba (gla-eng)":2.34,"Tatoeba (gle-eng)":3.55,"Tatoeba (glg-eng)":56.25,"Tatoeba (gsw-eng)":24.25,"Tatoeba (heb-eng)":0.57,"Tatoeba (hin-eng)":0.12,"Tatoeba (hrv-eng)":10.29,"Tatoeba (hsb-eng)":9.52,"Tatoeba (hun-eng)":6.22,"Tatoeba (hye-eng)":0.81,"Tatoeba (ido-eng)":41.11,"Tatoeba (ile-eng)":54.0,"Tatoeba (ina-eng)":75.47,"Tatoeba (ind-eng)":13.02,"Tatoeba (isl-eng)":8.98,"Tatoeba (ita-eng)":67.23,"Tatoeba (jav-eng)":8.54,"Tatoeba (jpn-eng)":0.99,"Tatoeba (kab-eng)":1.85,"Tatoeba (kat-eng)":1.37,"Tatoeba (kaz-eng)":0.67,"Tatoeba (khm-eng)":0.56,"Tatoeba (kor-eng)":1.73,"Tatoeba (kur-eng)":9.23,"Tatoeba (kzj-eng)":5.38,"Tatoeba (lat-eng)":21.3,"Tatoeba (lfn-eng)":40.48,"Tatoeba (lit-eng)":5.38,"Tatoeba (lvs-eng)":6.83,"Tatoeba (mal-eng)":0.45,"Tatoeba (mar-eng)":0.01,"Tatoeba (max-eng)":16.44,"Tatoeba (mhr-eng)":0.33,"Tatoeba (mkd-eng)":0.4,"Tatoeba (mon-eng)":2.48,"Tatoeba (nds-eng)":34.66,"Tatoeba (nld-eng)":42.72,"Tatoeba (nno-eng)":24.08,"Tatoeba (nob-eng)":34.17,"Tatoeba (nov-eng)":55.01,"Tatoeba (oci-eng)":29.15,"Tatoeba (orv-eng)":0.2,"Tatoeba (pam-eng)":6.99,"Tatoeba (pes-eng)":0.9,"Tatoeba (pms-eng)":30.8,"Tatoeba (pol-eng)":12.81,"Tatoeba (por-eng)":73.45,"Tatoeba (ron-eng)":54.86,"Tatoeba (rus-eng)":2.43,"Tatoeba (slk-eng)":8.35,"Tatoeba (slv-eng)":9.3,"Tatoeba (spa-eng)":78.87,"Tatoeba (sqi-eng)":11.74,"Tatoeba (srp-eng)":5.83,"Tatoeba (swe-eng)":35.41,"Tatoeba (swg-eng)":28.18,"Tatoeba (swh-eng)":7.53,"Tatoeba (tam-eng)":0.36,"Tatoeba (tat-eng)":1.01,"Tatoeba (tel-eng)":1.1,"Tatoeba (tgl-eng)":12.4,"Tatoeba (tha-eng)":1.58,"Tatoeba (tuk-eng)":4.95,"Tatoeba (tur-eng)":6.45,"Tatoeba (tzl-eng)":37.82,"Tatoeba (uig-eng)":0.67,"Tatoeba (ukr-eng)":1.88,"Tatoeba (urd-eng)":0.0,"Tatoeba (uzb-eng)":4.79,"Tatoeba (vie-eng)":7.03,"Tatoeba (war-eng)":9.68,"Tatoeba (wuu-eng)":1.28,"Tatoeba (xho-eng)":10.64,"Tatoeba (yid-eng)":0.57,"Tatoeba (yue-eng)":0.88,"Tatoeba (zsm-eng)":14.67}
{"index":11,"Rank":28,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/avsolatorio\/GIST-Embedding-v0\">GIST-Embedding-v0<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":6.61,"BUCC (de-en)":14.99,"BUCC (fr-en)":32.42,"BUCC (ru-en)":0.18,"BUCC (zh-en)":2.76,"Tatoeba (afr-eng)":8.05,"Tatoeba (amh-eng)":0.67,"Tatoeba (ang-eng)":17.0,"Tatoeba (ara-eng)":0.3,"Tatoeba (arq-eng)":0.26,"Tatoeba (arz-eng)":0.0,"Tatoeba (ast-eng)":17.93,"Tatoeba (awa-eng)":0.29,"Tatoeba (aze-eng)":3.26,"Tatoeba (bel-eng)":0.96,"Tatoeba (ben-eng)":0.07,"Tatoeba (ber-eng)":5.21,"Tatoeba (bos-eng)":7.18,"Tatoeba (bre-eng)":3.81,"Tatoeba (bul-eng)":0.99,"Tatoeba (cat-eng)":15.52,"Tatoeba (cbk-eng)":14.09,"Tatoeba (ceb-eng)":4.59,"Tatoeba (ces-eng)":4.73,"Tatoeba (cha-eng)":14.16,"Tatoeba (cmn-eng)":2.89,"Tatoeba (cor-eng)":3.05,"Tatoeba (csb-eng)":6.64,"Tatoeba (cym-eng)":6.45,"Tatoeba (dan-eng)":10.06,"Tatoeba (deu-eng)":18.14,"Tatoeba (dsb-eng)":3.81,"Tatoeba (dtp-eng)":2.73,"Tatoeba (ell-eng)":0.5,"Tatoeba (epo-eng)":10.98,"Tatoeba (est-eng)":3.5,"Tatoeba (eus-eng)":7.35,"Tatoeba (fao-eng)":8.13,"Tatoeba (fin-eng)":3.62,"Tatoeba (fra-eng)":21.53,"Tatoeba (fry-eng)":14.62,"Tatoeba (gla-eng)":2.82,"Tatoeba (gle-eng)":2.38,"Tatoeba (glg-eng)":18.49,"Tatoeba (gsw-eng)":13.55,"Tatoeba (heb-eng)":0.1,"Tatoeba (hin-eng)":0.0,"Tatoeba (hrv-eng)":5.52,"Tatoeba (hsb-eng)":4.08,"Tatoeba (hun-eng)":4.68,"Tatoeba (hye-eng)":0.4,"Tatoeba (ido-eng)":17.46,"Tatoeba (ile-eng)":20.98,"Tatoeba (ina-eng)":31.39,"Tatoeba (ind-eng)":8.37,"Tatoeba (isl-eng)":4.15,"Tatoeba (ita-eng)":18.5,"Tatoeba (jav-eng)":5.54,"Tatoeba (jpn-eng)":1.58,"Tatoeba (kab-eng)":1.02,"Tatoeba (kat-eng)":0.28,"Tatoeba (kaz-eng)":0.58,"Tatoeba (khm-eng)":0.51,"Tatoeba (kor-eng)":0.5,"Tatoeba (kur-eng)":6.31,"Tatoeba (kzj-eng)":3.6,"Tatoeba (lat-eng)":11.38,"Tatoeba (lfn-eng)":12.55,"Tatoeba (lit-eng)":2.48,"Tatoeba (lvs-eng)":4.88,"Tatoeba (mal-eng)":0.4,"Tatoeba (mar-eng)":0.0,"Tatoeba (max-eng)":7.27,"Tatoeba (mhr-eng)":0.1,"Tatoeba (mkd-eng)":0.15,"Tatoeba (mon-eng)":1.44,"Tatoeba (nds-eng)":13.34,"Tatoeba (nld-eng)":12.37,"Tatoeba (nno-eng)":7.02,"Tatoeba (nob-eng)":10.3,"Tatoeba (nov-eng)":30.33,"Tatoeba (oci-eng)":11.98,"Tatoeba (orv-eng)":0.0,"Tatoeba (pam-eng)":4.85,"Tatoeba (pes-eng)":0.2,"Tatoeba (pms-eng)":11.4,"Tatoeba (pol-eng)":6.57,"Tatoeba (por-eng)":18.86,"Tatoeba (ron-eng)":10.94,"Tatoeba (rus-eng)":0.25,"Tatoeba (slk-eng)":5.63,"Tatoeba (slv-eng)":4.38,"Tatoeba (spa-eng)":18.97,"Tatoeba (sqi-eng)":6.3,"Tatoeba (srp-eng)":2.98,"Tatoeba (swe-eng)":8.47,"Tatoeba (swg-eng)":9.33,"Tatoeba (swh-eng)":6.9,"Tatoeba (tam-eng)":0.51,"Tatoeba (tat-eng)":0.81,"Tatoeba (tel-eng)":0.51,"Tatoeba (tgl-eng)":3.22,"Tatoeba (tha-eng)":1.0,"Tatoeba (tuk-eng)":3.48,"Tatoeba (tur-eng)":4.22,"Tatoeba (tzl-eng)":14.76,"Tatoeba (uig-eng)":0.21,"Tatoeba (ukr-eng)":0.78,"Tatoeba (urd-eng)":0.0,"Tatoeba (uzb-eng)":3.19,"Tatoeba (vie-eng)":5.28,"Tatoeba (war-eng)":5.48,"Tatoeba (wuu-eng)":2.62,"Tatoeba (xho-eng)":2.17,"Tatoeba (yid-eng)":0.3,"Tatoeba (yue-eng)":2.15,"Tatoeba (zsm-eng)":7.56}
{"index":29,"Rank":29,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/average_word_embeddings_komninos\">komninos<\/a>","Model Size (Million Parameters)":134,"Memory Usage (GB, fp32)":0.5,"Average":4.54,"BUCC (de-en)":0.18,"BUCC (fr-en)":0.08,"BUCC (ru-en)":0.15,"BUCC (zh-en)":0.05,"Tatoeba (afr-eng)":4.82,"Tatoeba (amh-eng)":1.18,"Tatoeba (ang-eng)":8.54,"Tatoeba (ara-eng)":0.63,"Tatoeba (arq-eng)":0.4,"Tatoeba (arz-eng)":0.63,"Tatoeba (ast-eng)":11.69,"Tatoeba (awa-eng)":0.0,"Tatoeba (aze-eng)":3.22,"Tatoeba (bel-eng)":1.75,"Tatoeba (ben-eng)":0.2,"Tatoeba (ber-eng)":7.0,"Tatoeba (bos-eng)":9.31,"Tatoeba (bre-eng)":4.17,"Tatoeba (bul-eng)":1.29,"Tatoeba (cat-eng)":7.73,"Tatoeba (cbk-eng)":5.61,"Tatoeba (ceb-eng)":4.88,"Tatoeba (ces-eng)":3.55,"Tatoeba (cha-eng)":19.29,"Tatoeba (cmn-eng)":0.5,"Tatoeba (cor-eng)":4.15,"Tatoeba (csb-eng)":5.69,"Tatoeba (cym-eng)":8.4,"Tatoeba (dan-eng)":6.99,"Tatoeba (deu-eng)":3.67,"Tatoeba (dsb-eng)":5.33,"Tatoeba (dtp-eng)":4.25,"Tatoeba (ell-eng)":0.63,"Tatoeba (epo-eng)":2.45,"Tatoeba (est-eng)":2.69,"Tatoeba (eus-eng)":4.69,"Tatoeba (fao-eng)":7.61,"Tatoeba (fin-eng)":3.36,"Tatoeba (fra-eng)":7.0,"Tatoeba (fry-eng)":12.36,"Tatoeba (gla-eng)":3.07,"Tatoeba (gle-eng)":4.81,"Tatoeba (glg-eng)":8.12,"Tatoeba (gsw-eng)":18.87,"Tatoeba (heb-eng)":0.68,"Tatoeba (hin-eng)":0.1,"Tatoeba (hrv-eng)":5.41,"Tatoeba (hsb-eng)":6.32,"Tatoeba (hun-eng)":3.42,"Tatoeba (hye-eng)":0.97,"Tatoeba (ido-eng)":7.1,"Tatoeba (ile-eng)":13.61,"Tatoeba (ina-eng)":8.57,"Tatoeba (ind-eng)":7.26,"Tatoeba (isl-eng)":4.09,"Tatoeba (ita-eng)":5.54,"Tatoeba (jav-eng)":11.43,"Tatoeba (jpn-eng)":0.2,"Tatoeba (kab-eng)":2.71,"Tatoeba (kat-eng)":1.11,"Tatoeba (kaz-eng)":1.17,"Tatoeba (khm-eng)":0.55,"Tatoeba (kor-eng)":0.5,"Tatoeba (kur-eng)":8.55,"Tatoeba (kzj-eng)":4.61,"Tatoeba (lat-eng)":4.07,"Tatoeba (lfn-eng)":2.83,"Tatoeba (lit-eng)":0.95,"Tatoeba (lvs-eng)":3.25,"Tatoeba (mal-eng)":0.29,"Tatoeba (mar-eng)":0.2,"Tatoeba (max-eng)":14.53,"Tatoeba (mhr-eng)":0.2,"Tatoeba (mkd-eng)":0.2,"Tatoeba (mon-eng)":1.1,"Tatoeba (nds-eng)":10.37,"Tatoeba (nld-eng)":9.5,"Tatoeba (nno-eng)":4.49,"Tatoeba (nob-eng)":4.95,"Tatoeba (nov-eng)":14.53,"Tatoeba (oci-eng)":5.8,"Tatoeba (orv-eng)":0.24,"Tatoeba (pam-eng)":6.65,"Tatoeba (pes-eng)":0.5,"Tatoeba (pms-eng)":8.05,"Tatoeba (pol-eng)":5.13,"Tatoeba (por-eng)":5.87,"Tatoeba (ron-eng)":6.76,"Tatoeba (rus-eng)":0.2,"Tatoeba (slk-eng)":4.23,"Tatoeba (slv-eng)":6.05,"Tatoeba (spa-eng)":5.03,"Tatoeba (sqi-eng)":4.36,"Tatoeba (srp-eng)":1.77,"Tatoeba (swe-eng)":6.72,"Tatoeba (swg-eng)":8.54,"Tatoeba (swh-eng)":11.49,"Tatoeba (tam-eng)":1.3,"Tatoeba (tat-eng)":0.77,"Tatoeba (tel-eng)":0.85,"Tatoeba (tgl-eng)":2.61,"Tatoeba (tha-eng)":0.69,"Tatoeba (tuk-eng)":5.76,"Tatoeba (tur-eng)":5.24,"Tatoeba (tzl-eng)":15.51,"Tatoeba (uig-eng)":0.6,"Tatoeba (ukr-eng)":1.23,"Tatoeba (urd-eng)":0.4,"Tatoeba (uzb-eng)":4.73,"Tatoeba (vie-eng)":6.55,"Tatoeba (war-eng)":4.12,"Tatoeba (wuu-eng)":0.2,"Tatoeba (xho-eng)":4.33,"Tatoeba (yid-eng)":0.59,"Tatoeba (yue-eng)":0.5,"Tatoeba (zsm-eng)":7.27}
{"index":3,"Rank":30,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/DMetaSoul\/sbert-chinese-general-v1\">sbert-chinese-general-v1<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":9.35,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":6,"Rank":31,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/MAY-A\/jina-embeddings-v2-base-de-Q5_K_M-GGUF\">jina-embeddings-v2-base-de-Q5_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","BUCC (de-en)":98.87,"BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":8,"Rank":32,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Muennighoff\/SGPT-125M-weightedmean-nli-bitfit\">SGPT-125M-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","BUCC (de-en)":1.09,"BUCC (fr-en)":0.02,"BUCC (ru-en)":0.0,"BUCC (zh-en)":0.0,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":9,"Rank":33,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Muennighoff\/SGPT-5.8B-weightedmean-nli-bitfit\">SGPT-5.8B-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":5874,"Memory Usage (GB, fp32)":21.88,"Average":"","BUCC (de-en)":75.15,"BUCC (fr-en)":0.42,"BUCC (ru-en)":0.01,"BUCC (zh-en)":0.32,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":13,"Rank":34,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/chris-code\/jina-embeddings-v2-base-de-Q8_0-GGUF\">jina-embeddings-v2-base-de-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","BUCC (de-en)":98.87,"BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":25,"Rank":35,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/jinaai\/jina-embeddings-v2-base-de\">jina-embeddings-v2-base-de<\/a>","Model Size (Million Parameters)":161,"Memory Usage (GB, fp32)":0.6,"Average":"","BUCC (de-en)":98.87,"BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":28,"Rank":36,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/average_word_embeddings_glove.6B.300d\">glove.6B.300d<\/a>","Model Size (Million Parameters)":120,"Memory Usage (GB, fp32)":0.45,"Average":"","BUCC (de-en)":0.18,"BUCC (fr-en)":0.19,"BUCC (ru-en)":0.1,"BUCC (zh-en)":0.0,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":36,"Rank":37,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/zhou-xl\/bi-cse\">bi-cse<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":98.39,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":95.15,"Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}