boards_data/zh/data_tasks/Classification/default.jsonl

{"Rank":12,"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":"","AmazonReviewsClassification (zh)":30.89,"IFlyTek":"","IFlyTek (cmn-Hans)":"","JDReview":"","JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":40.62,"MassiveScenarioClassification (zh-CN)":50.22,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":"","OnlineShopping":"","OnlineShopping (cmn-Hans)":"","TNews":"","TNews (cmn-Hans)":"","Waimai":"","Waimai (cmn-Hans)":""}
{"Rank":13,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/help.aliyun.com\/zh\/open-search\/vector-search-edition\/hybrid-retrieval\">OpenSearch-text-hybrid<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":46.18,"IFlyTek":51.8,"IFlyTek (cmn-Hans)":"","JDReview":86.02,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":73.85,"MassiveScenarioClassification (zh-CN)":77.13,"MultilingualSentiment":76.35,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":93.2,"OnlineShopping (cmn-Hans)":"","TNews":53.06,"TNews (cmn-Hans)":"","Waimai":88.1,"Waimai (cmn-Hans)":""}
{"Rank":14,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Alibaba-NLP\/gte-Qwen1.5-7B-instruct\">gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Average":"","AmazonReviewsClassification (zh)":52.95,"IFlyTek":53.77,"IFlyTek (cmn-Hans)":"","JDReview":88.2,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":76.25,"MassiveScenarioClassification (zh-CN)":77.26,"MultilingualSentiment":77.42,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":94.48,"OnlineShopping (cmn-Hans)":"","TNews":51.24,"TNews (cmn-Hans)":"","Waimai":88.63,"Waimai (cmn-Hans)":""}
{"Rank":15,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/BAAI\/bge-base-zh-v1.5\">bge-base-zh-v1.5<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":"","AmazonReviewsClassification (zh)":40.15,"IFlyTek":48.62,"IFlyTek (cmn-Hans)":"","JDReview":83.62,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":67.93,"MassiveScenarioClassification (zh-CN)":73.98,"MultilingualSentiment":70.67,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":91.26,"OnlineShopping (cmn-Hans)":"","TNews":51.08,"TNews (cmn-Hans)":"","Waimai":85.36,"Waimai (cmn-Hans)":""}
{"Rank":16,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/BAAI\/bge-large-zh-noinstruct\">bge-large-zh-noinstruct<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":"","AmazonReviewsClassification (zh)":41.94,"IFlyTek":45.32,"IFlyTek (cmn-Hans)":"","JDReview":85.38,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":66.96,"MassiveScenarioClassification (zh-CN)":73.39,"MultilingualSentiment":73.7,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":91.66,"OnlineShopping (cmn-Hans)":"","TNews":52.05,"TNews (cmn-Hans)":"","Waimai":86.83,"Waimai (cmn-Hans)":""}
{"Rank":17,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/BAAI\/bge-large-zh-v1.5\">bge-large-zh-v1.5<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":"","AmazonReviewsClassification (zh)":41.38,"IFlyTek":48.74,"IFlyTek (cmn-Hans)":"","JDReview":85.14,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":68.84,"MassiveScenarioClassification (zh-CN)":74.7,"MultilingualSentiment":72.97,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":91.43,"OnlineShopping (cmn-Hans)":"","TNews":52.1,"TNews (cmn-Hans)":"","Waimai":86.9,"Waimai (cmn-Hans)":""}
{"Rank":19,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/BAAI\/bge-small-zh-v1.5\">bge-small-zh-v1.5<\/a>","Model Size (Million Parameters)":24,"Memory Usage (GB, fp32)":0.09,"Average":"","AmazonReviewsClassification (zh)":35.91,"IFlyTek":45.49,"IFlyTek (cmn-Hans)":"","JDReview":80.04,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":63.95,"MassiveScenarioClassification (zh-CN)":70.8,"MultilingualSentiment":63.06,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":85.05,"OnlineShopping (cmn-Hans)":"","TNews":48.15,"TNews (cmn-Hans)":"","Waimai":83.18,"Waimai (cmn-Hans)":""}
{"Rank":25,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/GanymedeNil\/text2vec-large-chinese\">text2vec-large-chinese<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":"","AmazonReviewsClassification (zh)":33.77,"IFlyTek":41.54,"IFlyTek (cmn-Hans)":"","JDReview":81.56,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":63.23,"MassiveScenarioClassification (zh-CN)":68.45,"MultilingualSentiment":58.97,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":83.51,"OnlineShopping (cmn-Hans)":"","TNews":38.92,"TNews (cmn-Hans)":"","Waimai":76.01,"Waimai (cmn-Hans)":""}
{"Rank":29,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/GritLM\/GritLM-7B\">GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Average":"","AmazonReviewsClassification (zh)":"","IFlyTek":"","IFlyTek (cmn-Hans)":48.49,"JDReview":"","JDReview (cmn-Hans)":84.02,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":68.13,"OnlineShopping":"","OnlineShopping (cmn-Hans)":86.99,"TNews":"","TNews (cmn-Hans)":49.94,"Waimai":"","Waimai (cmn-Hans)":84.92}
{"Rank":58,"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":"","AmazonReviewsClassification (zh)":"","IFlyTek":44.93,"IFlyTek (cmn-Hans)":40.81,"JDReview":76.21,"JDReview (cmn-Hans)":75.72,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":65.28,"MultilingualSentiment (cmn-Hans)":67.56,"OnlineShopping":88.4,"OnlineShopping (cmn-Hans)":88.66,"TNews":47.06,"TNews (cmn-Hans)":47.52,"Waimai":84.42,"Waimai (cmn-Hans)":85.98}
{"Rank":59,"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":"","AmazonReviewsClassification (zh)":"","IFlyTek":45.47,"IFlyTek (cmn-Hans)":41.86,"JDReview":80.99,"JDReview (cmn-Hans)":80.54,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":68.58,"MultilingualSentiment (cmn-Hans)":70.81,"OnlineShopping":90.81,"OnlineShopping (cmn-Hans)":90.45,"TNews":48.38,"TNews (cmn-Hans)":48.8,"Waimai":85.02,"Waimai (cmn-Hans)":86.3}
{"Rank":60,"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":"","AmazonReviewsClassification (zh)":"","IFlyTek":47.35,"IFlyTek (cmn-Hans)":40.74,"JDReview":79.34,"JDReview (cmn-Hans)":78.37,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":64.74,"MultilingualSentiment (cmn-Hans)":66.0,"OnlineShopping":88.73,"OnlineShopping (cmn-Hans)":88.7,"TNews":48.38,"TNews (cmn-Hans)":46.6,"Waimai":83.9,"Waimai (cmn-Hans)":84.15}
{"Rank":64,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/moka-ai\/m3e-base\">m3e-base<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":"","AmazonReviewsClassification (zh)":43.02,"IFlyTek":44.42,"IFlyTek (cmn-Hans)":"","JDReview":85.33,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":68.4,"MassiveScenarioClassification (zh-CN)":74.6,"MultilingualSentiment":71.9,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":87.77,"OnlineShopping (cmn-Hans)":"","TNews":48.28,"TNews (cmn-Hans)":"","Waimai":83.99,"Waimai (cmn-Hans)":""}
{"Rank":65,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/moka-ai\/m3e-large\">m3e-large<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":"","AmazonReviewsClassification (zh)":44.44,"IFlyTek":43.96,"IFlyTek (cmn-Hans)":"","JDReview":86.92,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":67.23,"MassiveScenarioClassification (zh-CN)":74.88,"MultilingualSentiment":72.47,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":89.59,"OnlineShopping (cmn-Hans)":"","TNews":48.26,"TNews (cmn-Hans)":"","Waimai":86.08,"Waimai (cmn-Hans)":""}
{"Rank":74,"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":"","AmazonReviewsClassification (zh)":36.45,"IFlyTek":"","IFlyTek (cmn-Hans)":43.19,"JDReview":"","JDReview (cmn-Hans)":79.14,"MassiveIntentClassification (zh-CN)":63.86,"MassiveScenarioClassification (zh-CN)":70.85,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":64.6,"OnlineShopping":"","OnlineShopping (cmn-Hans)":85.63,"TNews":"","TNews (cmn-Hans)":46.02,"Waimai":"","Waimai (cmn-Hans)":82.85}
{"Rank":75,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-MiniLM-L12-v2\">all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":"","AmazonReviewsClassification (zh)":22.99,"IFlyTek":"","IFlyTek (cmn-Hans)":15.31,"JDReview":"","JDReview (cmn-Hans)":59.57,"MassiveIntentClassification (zh-CN)":23.74,"MassiveScenarioClassification (zh-CN)":33.18,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":40.52,"OnlineShopping":"","OnlineShopping (cmn-Hans)":58.65,"TNews":"","TNews (cmn-Hans)":20.37,"Waimai":"","Waimai (cmn-Hans)":63.48}
{"Rank":76,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-MiniLM-L6-v2\">all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":"","AmazonReviewsClassification (zh)":"","IFlyTek":"","IFlyTek (cmn-Hans)":16.09,"JDReview":"","JDReview (cmn-Hans)":59.98,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":41.28,"OnlineShopping":"","OnlineShopping (cmn-Hans)":57.74,"TNews":"","TNews (cmn-Hans)":20.12,"Waimai":"","Waimai (cmn-Hans)":62.72}
{"Rank":77,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-mpnet-base-v2\">all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","AmazonReviewsClassification (zh)":"","IFlyTek":"","IFlyTek (cmn-Hans)":17.18,"JDReview":"","JDReview (cmn-Hans)":60.19,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":41.2,"OnlineShopping":"","OnlineShopping (cmn-Hans)":56.94,"TNews":"","TNews (cmn-Hans)":21.05,"Waimai":"","Waimai (cmn-Hans)":63.31}
{"Rank":78,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/allenai-specter\">allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","AmazonReviewsClassification (zh)":20.49,"IFlyTek":"","IFlyTek (cmn-Hans)":"","JDReview":"","JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":2.81,"MassiveScenarioClassification (zh-CN)":9.19,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":"","OnlineShopping":"","OnlineShopping (cmn-Hans)":"","TNews":"","TNews (cmn-Hans)":"","Waimai":"","Waimai (cmn-Hans)":""}
{"Rank":81,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/distiluse-base-multilingual-cased-v2\">distiluse-base-multilingual-cased-v2<\/a>","Model Size (Million Parameters)":135,"Memory Usage (GB, fp32)":0.5,"Average":"","AmazonReviewsClassification (zh)":33.89,"IFlyTek":"","IFlyTek (cmn-Hans)":"","JDReview":"","JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":59.22,"MassiveScenarioClassification (zh-CN)":66.44,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":"","OnlineShopping":"","OnlineShopping (cmn-Hans)":"","TNews":"","TNews (cmn-Hans)":"","Waimai":"","Waimai (cmn-Hans)":""}
{"Rank":83,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/gtr-t5-large\">gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":"","AmazonReviewsClassification (zh)":21.83,"IFlyTek":"","IFlyTek (cmn-Hans)":"","JDReview":"","JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":2.41,"MassiveScenarioClassification (zh-CN)":3.84,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":"","OnlineShopping":"","OnlineShopping (cmn-Hans)":"","TNews":"","TNews (cmn-Hans)":"","Waimai":"","Waimai (cmn-Hans)":""}
{"Rank":84,"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":"","AmazonReviewsClassification (zh)":21.89,"IFlyTek":"","IFlyTek (cmn-Hans)":"","JDReview":"","JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":1.72,"MassiveScenarioClassification (zh-CN)":5.21,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":"","OnlineShopping":"","OnlineShopping (cmn-Hans)":"","TNews":"","TNews (cmn-Hans)":"","Waimai":"","Waimai (cmn-Hans)":""}
{"Rank":88,"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":"","AmazonReviewsClassification (zh)":35.26,"IFlyTek":"","IFlyTek (cmn-Hans)":39.88,"JDReview":"","JDReview (cmn-Hans)":70.26,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":61.9,"OnlineShopping":"","OnlineShopping (cmn-Hans)":84.89,"TNews":"","TNews (cmn-Hans)":39.19,"Waimai":"","Waimai (cmn-Hans)":82.27}
{"Rank":89,"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":"","AmazonReviewsClassification (zh)":37.74,"IFlyTek":"","IFlyTek (cmn-Hans)":43.98,"JDReview":"","JDReview (cmn-Hans)":70.34,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":66.49,"OnlineShopping":"","OnlineShopping (cmn-Hans)":87.75,"TNews":"","TNews (cmn-Hans)":43.73,"Waimai":"","Waimai (cmn-Hans)":83.97}
{"Rank":90,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/sentence-t5-base\">sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","AmazonReviewsClassification (zh)":21.53,"IFlyTek":"","IFlyTek (cmn-Hans)":"","JDReview":"","JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":1.12,"MassiveScenarioClassification (zh-CN)":4.17,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":"","OnlineShopping":"","OnlineShopping (cmn-Hans)":"","TNews":"","TNews (cmn-Hans)":"","Waimai":"","Waimai (cmn-Hans)":""}
{"Rank":91,"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":"","AmazonReviewsClassification (zh)":22.12,"IFlyTek":"","IFlyTek (cmn-Hans)":"","JDReview":"","JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":1.09,"MassiveScenarioClassification (zh-CN)":4.7,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":"","OnlineShopping":"","OnlineShopping (cmn-Hans)":"","TNews":"","TNews (cmn-Hans)":"","Waimai":"","Waimai (cmn-Hans)":""}
{"Rank":92,"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":"","AmazonReviewsClassification (zh)":21.88,"IFlyTek":"","IFlyTek (cmn-Hans)":"","JDReview":"","JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":0.59,"MassiveScenarioClassification (zh-CN)":5.86,"MultilingualSentiment":"","MultilingualSentiment (cmn-Hans)":"","OnlineShopping":"","OnlineShopping (cmn-Hans)":"","TNews":"","TNews (cmn-Hans)":"","Waimai":"","Waimai (cmn-Hans)":""}
{"Rank":96,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/shibing624\/text2vec-base-chinese\">text2vec-base-chinese<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":"","AmazonReviewsClassification (zh)":34.12,"IFlyTek":42.05,"IFlyTek (cmn-Hans)":"","JDReview":82.14,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":63.98,"MassiveScenarioClassification (zh-CN)":70.52,"MultilingualSentiment":60.98,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":85.69,"OnlineShopping (cmn-Hans)":"","TNews":43.01,"TNews (cmn-Hans)":"","Waimai":77.22,"Waimai (cmn-Hans)":""}
{"Rank":97,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/silk-road\/luotuo-bert-medium\">luotuo-bert-medium<\/a>","Model Size (Million Parameters)":328,"Memory Usage (GB, fp32)":1.22,"Average":"","AmazonReviewsClassification (zh)":34.46,"IFlyTek":41.75,"IFlyTek (cmn-Hans)":"","JDReview":79.68,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":57.47,"MassiveScenarioClassification (zh-CN)":65.32,"MultilingualSentiment":61.21,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":84.3,"OnlineShopping (cmn-Hans)":"","TNews":45.22,"TNews (cmn-Hans)":"","Waimai":79.57,"Waimai (cmn-Hans)":""}
{"Rank":107,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/new-and-improved-embedding-model\">text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":38.3,"IFlyTek":44.62,"IFlyTek (cmn-Hans)":"","JDReview":74.6,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":64.81,"MassiveScenarioClassification (zh-CN)":71.4,"MultilingualSentiment":67.99,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":88.94,"OnlineShopping (cmn-Hans)":"","TNews":45.77,"TNews (cmn-Hans)":"","Waimai":82.37,"Waimai (cmn-Hans)":""}
{"Rank":111,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/platform.baichuan-ai.com\/docs\/text-Embedding\">Baichuan-text-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":48.3,"IFlyTek":50.75,"IFlyTek (cmn-Hans)":"","JDReview":87.69,"JDReview (cmn-Hans)":"","MassiveIntentClassification (zh-CN)":74.91,"MassiveScenarioClassification (zh-CN)":81.28,"MultilingualSentiment":76.83,"MultilingualSentiment (cmn-Hans)":"","OnlineShopping":94.42,"OnlineShopping (cmn-Hans)":"","TNews":52.62,"TNews (cmn-Hans)":"","Waimai":88.77,"Waimai (cmn-Hans)":""}