diff --git "a/all_data_tasks/8/default.jsonl" "b/all_data_tasks/8/default.jsonl" --- "a/all_data_tasks/8/default.jsonl" +++ "b/all_data_tasks/8/default.jsonl" @@ -1,88 +1,112 @@ -{"index":17,"Rank":1,"Model":"gte-Qwen2-7B-instruct<\/a>","Model Size (Million Parameters)":7613,"Memory Usage (GB, fp32)":28.36,"Average":75.09,"AmazonReviewsClassification (zh)":53.98,"IFlyTek":54.52,"JDReview":86.51,"MassiveIntentClassification (zh-CN)":81.09,"MassiveScenarioClassification (zh-CN)":86.06,"MultilingualSentiment":76.88,"OnlineShopping":94.3,"TNews":52.97,"Waimai":89.47} -{"index":234,"Rank":2,"Model":"gte-Qwen2-7B-instruct-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":75.09,"AmazonReviewsClassification (zh)":53.98,"IFlyTek":54.52,"JDReview":86.51,"MassiveIntentClassification (zh-CN)":81.09,"MassiveScenarioClassification (zh-CN)":86.06,"MultilingualSentiment":76.88,"OnlineShopping":94.3,"TNews":52.97,"Waimai":89.47} -{"index":142,"Rank":3,"Model":"gte-Qwen2-7B-instruct-Q5_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":75.09,"AmazonReviewsClassification (zh)":53.98,"IFlyTek":54.52,"JDReview":86.51,"MassiveIntentClassification (zh-CN)":81.09,"MassiveScenarioClassification (zh-CN)":86.06,"MultilingualSentiment":76.88,"OnlineShopping":94.3,"TNews":52.97,"Waimai":89.47} -{"index":207,"Rank":4,"Model":"xiaobu-embedding-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.67,"AmazonReviewsClassification (zh)":50.07,"IFlyTek":51.76,"JDReview":89.08,"MassiveIntentClassification (zh-CN)":77.45,"MassiveScenarioClassification (zh-CN)":85.3,"MultilingualSentiment":79.45,"OnlineShopping":94.9,"TNews":54.64,"Waimai":89.34} -{"index":253,"Rank":5,"Model":"piccolo-large-zh-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.59,"AmazonReviewsClassification (zh)":49.44,"IFlyTek":52.1,"JDReview":88.57,"MassiveIntentClassification (zh-CN)":77.71,"MassiveScenarioClassification (zh-CN)":85.63,"MultilingualSentiment":79.09,"OnlineShopping":94.62,"TNews":54.52,"Waimai":89.59} -{"index":169,"Rank":6,"Model":"zpoint_large_embedding_zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.43,"AmazonReviewsClassification (zh)":49.72,"IFlyTek":51.7,"JDReview":88.87,"MassiveIntentClassification (zh-CN)":76.79,"MassiveScenarioClassification (zh-CN)":84.96,"MultilingualSentiment":79.22,"OnlineShopping":94.88,"TNews":54.35,"Waimai":89.36} -{"index":38,"Rank":7,"Model":"Yinka<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.3,"AmazonReviewsClassification (zh)":49.5,"IFlyTek":51.77,"JDReview":88.48,"MassiveIntentClassification (zh-CN)":76.96,"MassiveScenarioClassification (zh-CN)":84.64,"MultilingualSentiment":78.97,"OnlineShopping":94.56,"TNews":54.39,"Waimai":89.42} -{"index":50,"Rank":8,"Model":"IYun-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.18,"AmazonReviewsClassification (zh)":49.67,"IFlyTek":52.64,"JDReview":87.6,"MassiveIntentClassification (zh-CN)":77.43,"MassiveScenarioClassification (zh-CN)":83.87,"MultilingualSentiment":78.48,"OnlineShopping":94.34,"TNews":54.37,"Waimai":89.23} -{"index":276,"Rank":9,"Model":"AGE_Hybrid<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.14,"AmazonReviewsClassification (zh)":49.68,"IFlyTek":51.77,"JDReview":86.94,"MassiveIntentClassification (zh-CN)":80.6,"MassiveScenarioClassification (zh-CN)":87.42,"MultilingualSentiment":75.92,"OnlineShopping":94.03,"TNews":52.69,"Waimai":88.23} -{"index":29,"Rank":10,"Model":"bge-multilingual-gemma2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.93,"AmazonReviewsClassification (zh)":53.0,"IFlyTek":49.94,"JDReview":88.91,"MassiveIntentClassification (zh-CN)":78.96,"MassiveScenarioClassification (zh-CN)":81.54,"MultilingualSentiment":78.91,"OnlineShopping":94.59,"TNews":50.26,"Waimai":89.26} -{"index":15,"Rank":11,"Model":"gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Average":73.36,"AmazonReviewsClassification (zh)":52.95,"IFlyTek":53.77,"JDReview":88.2,"MassiveIntentClassification (zh-CN)":76.25,"MassiveScenarioClassification (zh-CN)":77.26,"MultilingualSentiment":77.42,"OnlineShopping":94.48,"TNews":51.24,"Waimai":88.63} -{"index":315,"Rank":12,"Model":"Baichuan-text-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":72.84,"AmazonReviewsClassification (zh)":48.3,"IFlyTek":50.75,"JDReview":87.69,"MassiveIntentClassification (zh-CN)":74.91,"MassiveScenarioClassification (zh-CN)":81.28,"MultilingualSentiment":76.83,"OnlineShopping":94.42,"TNews":52.62,"Waimai":88.77} -{"index":129,"Rank":13,"Model":"acge_text_embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":72.75,"AmazonReviewsClassification (zh)":48.54,"IFlyTek":51.77,"JDReview":86.7,"MassiveIntentClassification (zh-CN)":75.87,"MassiveScenarioClassification (zh-CN)":78.44,"MultilingualSentiment":77.53,"OnlineShopping":93.71,"TNews":53.69,"Waimai":88.53} -{"index":12,"Rank":14,"Model":"OpenSearch-text-hybrid<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.74,"AmazonReviewsClassification (zh)":46.18,"IFlyTek":51.8,"JDReview":86.02,"MassiveIntentClassification (zh-CN)":73.85,"MassiveScenarioClassification (zh-CN)":77.13,"MultilingualSentiment":76.35,"OnlineShopping":93.2,"TNews":53.06,"Waimai":88.1} -{"index":116,"Rank":15,"Model":"stella-mrl-large-zh-v3.5-1792d-1024<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.56,"AmazonReviewsClassification (zh)":46.59,"IFlyTek":50.74,"JDReview":86.1,"MassiveIntentClassification (zh-CN)":73.28,"MassiveScenarioClassification (zh-CN)":76.2,"MultilingualSentiment":76.64,"OnlineShopping":93.39,"TNews":53.1,"Waimai":88.01} -{"index":155,"Rank":16,"Model":"stella-mrl-large-zh-v3.5-1792d<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.56,"AmazonReviewsClassification (zh)":46.59,"IFlyTek":50.74,"JDReview":86.1,"MassiveIntentClassification (zh-CN)":73.28,"MassiveScenarioClassification (zh-CN)":76.2,"MultilingualSentiment":76.64,"OnlineShopping":93.39,"TNews":53.1,"Waimai":88.01} -{"index":154,"Rank":17,"Model":"stella-large-zh-v3-1792d<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.5,"AmazonReviewsClassification (zh)":46.32,"IFlyTek":50.63,"JDReview":86.12,"MassiveIntentClassification (zh-CN)":73.28,"MassiveScenarioClassification (zh-CN)":76.3,"MultilingualSentiment":76.45,"OnlineShopping":93.24,"TNews":53.11,"Waimai":88.08} -{"index":105,"Rank":18,"Model":"alime-embedding-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.35,"AmazonReviewsClassification (zh)":46.95,"IFlyTek":49.67,"JDReview":86.53,"MassiveIntentClassification (zh-CN)":73.39,"MassiveScenarioClassification (zh-CN)":76.04,"MultilingualSentiment":76.4,"OnlineShopping":92.6,"TNews":52.04,"Waimai":88.49} -{"index":286,"Rank":19,"Model":"gte-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.34,"AmazonReviewsClassification (zh)":47.23,"IFlyTek":49.6,"JDReview":86.72,"MassiveIntentClassification (zh-CN)":73.31,"MassiveScenarioClassification (zh-CN)":75.71,"MultilingualSentiment":76.48,"OnlineShopping":92.68,"TNews":51.98,"Waimai":88.37} -{"index":284,"Rank":20,"Model":"gte-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.26,"AmazonReviewsClassification (zh)":45.82,"IFlyTek":48.62,"JDReview":85.95,"MassiveIntentClassification (zh-CN)":73.32,"MassiveScenarioClassification (zh-CN)":76.79,"MultilingualSentiment":75.79,"OnlineShopping":93.36,"TNews":53.65,"Waimai":88.07} -{"index":206,"Rank":21,"Model":"xiaobu-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.2,"AmazonReviewsClassification (zh)":46.72,"IFlyTek":49.74,"JDReview":86.74,"MassiveIntentClassification (zh-CN)":72.87,"MassiveScenarioClassification (zh-CN)":75.47,"MultilingualSentiment":76.28,"OnlineShopping":92.49,"TNews":52.16,"Waimai":88.36} -{"index":173,"Rank":22,"Model":"stella-base-zh-v3-1792d<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.12,"AmazonReviewsClassification (zh)":46.34,"IFlyTek":49.93,"JDReview":86.27,"MassiveIntentClassification (zh-CN)":72.05,"MassiveScenarioClassification (zh-CN)":75.3,"MultilingualSentiment":76.22,"OnlineShopping":93.53,"TNews":53.2,"Waimai":87.27} -{"index":16,"Rank":23,"Model":"gte-Qwen2-1.5B-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.12,"AmazonReviewsClassification (zh)":47.21,"IFlyTek":44.85,"JDReview":85.82,"MassiveIntentClassification (zh-CN)":76.88,"MassiveScenarioClassification (zh-CN)":80.76,"MultilingualSentiment":74.46,"OnlineShopping":93.5,"TNews":49.95,"Waimai":86.63} -{"index":233,"Rank":24,"Model":"gte-Qwen2-1.5B-instruct-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.12,"AmazonReviewsClassification (zh)":47.21,"IFlyTek":44.85,"JDReview":85.82,"MassiveIntentClassification (zh-CN)":76.88,"MassiveScenarioClassification (zh-CN)":80.76,"MultilingualSentiment":74.46,"OnlineShopping":93.5,"TNews":49.95,"Waimai":86.63} -{"index":208,"Rank":25,"Model":"lim_base_zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.83,"AmazonReviewsClassification (zh)":46.67,"IFlyTek":47.34,"JDReview":85.67,"MassiveIntentClassification (zh-CN)":72.38,"MassiveScenarioClassification (zh-CN)":74.87,"MultilingualSentiment":76.27,"OnlineShopping":93.05,"TNews":53.27,"Waimai":87.96} -{"index":180,"Rank":26,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":70.17,"AmazonReviewsClassification (zh)":46.24,"IFlyTek":45.05,"JDReview":85.82,"MassiveIntentClassification (zh-CN)":74.99,"MassiveScenarioClassification (zh-CN)":79.93,"MultilingualSentiment":73.31,"OnlineShopping":92.19,"TNews":47.05,"Waimai":86.94} -{"index":46,"Rank":27,"Model":"Dmeta-embedding-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.0,"AmazonReviewsClassification (zh)":44.93,"IFlyTek":48.3,"JDReview":85.07,"MassiveIntentClassification (zh-CN)":71.16,"MassiveScenarioClassification (zh-CN)":73.54,"MultilingualSentiment":75.16,"OnlineShopping":93.25,"TNews":52.41,"Waimai":86.21} -{"index":47,"Rank":28,"Model":"Dmeta-embedding-zh-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":69.89,"AmazonReviewsClassification (zh)":44.88,"IFlyTek":49.11,"JDReview":85.57,"MassiveIntentClassification (zh-CN)":70.78,"MassiveScenarioClassification (zh-CN)":73.16,"MultilingualSentiment":74.39,"OnlineShopping":93.12,"TNews":51.8,"Waimai":86.18} -{"index":27,"Rank":29,"Model":"bge-large-zh-v1.5<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":69.13,"AmazonReviewsClassification (zh)":41.38,"IFlyTek":48.74,"JDReview":85.14,"MassiveIntentClassification (zh-CN)":68.84,"MassiveScenarioClassification (zh-CN)":74.7,"MultilingualSentiment":72.97,"OnlineShopping":91.43,"TNews":52.1,"Waimai":86.9} -{"index":41,"Rank":30,"Model":"windberta-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":69.09,"AmazonReviewsClassification (zh)":43.32,"IFlyTek":47.08,"JDReview":84.48,"MassiveIntentClassification (zh-CN)":70.91,"MassiveScenarioClassification (zh-CN)":74.94,"MultilingualSentiment":72.68,"OnlineShopping":92.11,"TNews":49.85,"Waimai":86.44} -{"index":20,"Rank":31,"Model":"tao<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":69.05,"AmazonReviewsClassification (zh)":40.81,"IFlyTek":48.01,"JDReview":87.02,"MassiveIntentClassification (zh-CN)":68.27,"MassiveScenarioClassification (zh-CN)":73.13,"MultilingualSentiment":73.4,"OnlineShopping":91.82,"TNews":51.93,"Waimai":87.1} -{"index":175,"Rank":32,"Model":"stella-large-zh-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":69.05,"AmazonReviewsClassification (zh)":40.82,"IFlyTek":47.99,"JDReview":86.98,"MassiveIntentClassification (zh-CN)":68.26,"MassiveScenarioClassification (zh-CN)":73.12,"MultilingualSentiment":73.41,"OnlineShopping":91.81,"TNews":51.93,"Waimai":87.12} -{"index":21,"Rank":33,"Model":"tao-8k<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":69.05,"AmazonReviewsClassification (zh)":40.8,"IFlyTek":47.99,"JDReview":87.02,"MassiveIntentClassification (zh-CN)":68.26,"MassiveScenarioClassification (zh-CN)":73.13,"MultilingualSentiment":73.39,"OnlineShopping":91.81,"TNews":51.93,"Waimai":87.1} -{"index":226,"Rank":34,"Model":"m3e-ernie-xbase-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":68.83,"AmazonReviewsClassification (zh)":47.79,"IFlyTek":44.86,"JDReview":88.48,"MassiveIntentClassification (zh-CN)":61.29,"MassiveScenarioClassification (zh-CN)":66.9,"MultilingualSentiment":78.46,"OnlineShopping":92.58,"TNews":50.02,"Waimai":89.09} -{"index":26,"Rank":35,"Model":"bge-large-zh-noinstruct<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":68.58,"AmazonReviewsClassification (zh)":41.94,"IFlyTek":45.32,"JDReview":85.38,"MassiveIntentClassification (zh-CN)":66.96,"MassiveScenarioClassification (zh-CN)":73.39,"MultilingualSentiment":73.7,"OnlineShopping":91.66,"TNews":52.05,"Waimai":86.83} -{"index":172,"Rank":36,"Model":"stella-base-zh-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":68.29,"AmazonReviewsClassification (zh)":39.64,"IFlyTek":47.9,"JDReview":84.78,"MassiveIntentClassification (zh-CN)":68.09,"MassiveScenarioClassification (zh-CN)":73.22,"MultilingualSentiment":71.67,"OnlineShopping":91.38,"TNews":51.25,"Waimai":86.68} -{"index":51,"Rank":37,"Model":"mist-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":68.21,"AmazonReviewsClassification (zh)":39.32,"IFlyTek":47.96,"JDReview":84.9,"MassiveIntentClassification (zh-CN)":67.65,"MassiveScenarioClassification (zh-CN)":72.97,"MultilingualSentiment":71.54,"OnlineShopping":91.3,"TNews":51.56,"Waimai":86.66} -{"index":221,"Rank":38,"Model":"m3e-large<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":68.2,"AmazonReviewsClassification (zh)":44.44,"IFlyTek":43.96,"JDReview":86.92,"MassiveIntentClassification (zh-CN)":67.23,"MassiveScenarioClassification (zh-CN)":74.88,"MultilingualSentiment":72.47,"OnlineShopping":89.59,"TNews":48.26,"Waimai":86.08} -{"index":23,"Rank":39,"Model":"bge-base-zh-v1.5<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":68.07,"AmazonReviewsClassification (zh)":40.15,"IFlyTek":48.62,"JDReview":83.62,"MassiveIntentClassification (zh-CN)":67.93,"MassiveScenarioClassification (zh-CN)":73.98,"MultilingualSentiment":70.67,"OnlineShopping":91.26,"TNews":51.08,"Waimai":85.36} -{"index":40,"Rank":40,"Model":"winberta-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":67.89,"AmazonReviewsClassification (zh)":42.04,"IFlyTek":46.3,"JDReview":77.3,"MassiveIntentClassification (zh-CN)":70.82,"MassiveScenarioClassification (zh-CN)":75.21,"MultilingualSentiment":71.67,"OnlineShopping":91.53,"TNews":50.17,"Waimai":85.98} -{"index":171,"Rank":41,"Model":"stella-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":67.77,"AmazonReviewsClassification (zh)":40.25,"IFlyTek":47.46,"JDReview":84.99,"MassiveIntentClassification (zh-CN)":65.56,"MassiveScenarioClassification (zh-CN)":71.49,"MultilingualSentiment":72.48,"OnlineShopping":90.34,"TNews":50.78,"Waimai":86.62} -{"index":174,"Rank":42,"Model":"stella-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":67.62,"AmazonReviewsClassification (zh)":40.57,"IFlyTek":47.03,"JDReview":86.74,"MassiveIntentClassification (zh-CN)":64.02,"MassiveScenarioClassification (zh-CN)":68.95,"MultilingualSentiment":73.03,"OnlineShopping":90.75,"TNews":50.69,"Waimai":86.77} -{"index":220,"Rank":43,"Model":"m3e-base<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":67.52,"AmazonReviewsClassification (zh)":43.02,"IFlyTek":44.42,"JDReview":85.33,"MassiveIntentClassification (zh-CN)":68.4,"MassiveScenarioClassification (zh-CN)":74.6,"MultilingualSentiment":71.9,"OnlineShopping":87.77,"TNews":48.28,"Waimai":83.99} -{"index":184,"Rank":44,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":67.34,"AmazonReviewsClassification (zh)":38.83,"IFlyTek":45.47,"JDReview":80.99,"MassiveIntentClassification (zh-CN)":71.12,"MassiveScenarioClassification (zh-CN)":76.83,"MultilingualSentiment":68.58,"OnlineShopping":90.81,"TNews":48.38,"Waimai":85.02} -{"index":39,"Rank":45,"Model":"winberta-base<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":67.08,"AmazonReviewsClassification (zh)":39.68,"IFlyTek":47.0,"JDReview":77.34,"MassiveIntentClassification (zh-CN)":70.98,"MassiveScenarioClassification (zh-CN)":75.69,"MultilingualSentiment":69.17,"OnlineShopping":89.79,"TNews":49.77,"Waimai":84.34} -{"index":252,"Rank":46,"Model":"piccolo-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":67.03,"AmazonReviewsClassification (zh)":40.33,"IFlyTek":44.25,"JDReview":86.1,"MassiveIntentClassification (zh-CN)":68.0,"MassiveScenarioClassification (zh-CN)":72.08,"MultilingualSentiment":70.15,"OnlineShopping":90.27,"TNews":46.54,"Waimai":85.54} -{"index":251,"Rank":47,"Model":"piccolo-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":66.98,"AmazonReviewsClassification (zh)":40.24,"IFlyTek":44.35,"JDReview":84.26,"MassiveIntentClassification (zh-CN)":68.97,"MassiveScenarioClassification (zh-CN)":73.32,"MultilingualSentiment":70.25,"OnlineShopping":89.93,"TNews":46.81,"Waimai":84.7} -{"index":186,"Rank":48,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":65.85,"AmazonReviewsClassification (zh)":37.5,"IFlyTek":47.35,"JDReview":79.34,"MassiveIntentClassification (zh-CN)":68.24,"MassiveScenarioClassification (zh-CN)":74.47,"MultilingualSentiment":64.74,"OnlineShopping":88.73,"TNews":48.38,"Waimai":83.9} -{"index":183,"Rank":49,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":65.35,"AmazonReviewsClassification (zh)":37.23,"IFlyTek":44.93,"JDReview":76.21,"MassiveIntentClassification (zh-CN)":69.16,"MassiveScenarioClassification (zh-CN)":75.42,"MultilingualSentiment":65.28,"OnlineShopping":88.4,"TNews":47.06,"Waimai":84.42} -{"index":188,"Rank":50,"Model":"udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":65.31,"AmazonReviewsClassification (zh)":38.12,"IFlyTek":43.52,"JDReview":81.09,"MassiveIntentClassification (zh-CN)":66.91,"MassiveScenarioClassification (zh-CN)":74.72,"MultilingualSentiment":66.33,"OnlineShopping":88.35,"TNews":46.08,"Waimai":82.67} -{"index":280,"Rank":51,"Model":"jina-embeddings-v2-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":64.94,"AmazonReviewsClassification (zh)":34.94,"IFlyTek":47.36,"JDReview":79.57,"MassiveIntentClassification (zh-CN)":68.2,"MassiveScenarioClassification (zh-CN)":71.93,"MultilingualSentiment":63.29,"OnlineShopping":87.0,"TNews":47.65,"Waimai":84.54} -{"index":199,"Rank":52,"Model":"jina-embeddings-v2-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":64.94,"AmazonReviewsClassification (zh)":34.94,"IFlyTek":47.36,"JDReview":79.57,"MassiveIntentClassification (zh-CN)":68.2,"MassiveScenarioClassification (zh-CN)":71.93,"MultilingualSentiment":63.29,"OnlineShopping":87.0,"TNews":47.65,"Waimai":84.54} -{"index":288,"Rank":53,"Model":"gte-small-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":64.49,"AmazonReviewsClassification (zh)":38.69,"IFlyTek":41.15,"JDReview":82.83,"MassiveIntentClassification (zh-CN)":59.28,"MassiveScenarioClassification (zh-CN)":66.48,"MultilingualSentiment":68.2,"OnlineShopping":89.13,"TNews":49.65,"Waimai":84.96} -{"index":274,"Rank":54,"Model":"ZNV-Embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":64.37,"AmazonReviewsClassification (zh)":29.75,"IFlyTek":50.93,"JDReview":84.93,"MassiveIntentClassification (zh-CN)":67.46,"MassiveScenarioClassification (zh-CN)":71.6,"MultilingualSentiment":55.9,"OnlineShopping":82.53,"TNews":55.08,"Waimai":81.16} -{"index":311,"Rank":55,"Model":"text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":64.31,"AmazonReviewsClassification (zh)":38.3,"IFlyTek":44.62,"JDReview":74.6,"MassiveIntentClassification (zh-CN)":64.81,"MassiveScenarioClassification (zh-CN)":71.4,"MultilingualSentiment":67.99,"OnlineShopping":88.94,"TNews":45.77,"Waimai":82.37} -{"index":33,"Rank":56,"Model":"bge-small-zh-v1.5<\/a>","Model Size (Million Parameters)":24,"Memory Usage (GB, fp32)":0.09,"Average":63.96,"AmazonReviewsClassification (zh)":35.91,"IFlyTek":45.49,"JDReview":80.04,"MassiveIntentClassification (zh-CN)":63.95,"MassiveScenarioClassification (zh-CN)":70.8,"MultilingualSentiment":63.06,"OnlineShopping":85.05,"TNews":48.15,"Waimai":83.18} -{"index":190,"Rank":57,"Model":"udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":62.85,"AmazonReviewsClassification (zh)":35.7,"IFlyTek":40.46,"JDReview":78.26,"MassiveIntentClassification (zh-CN)":63.75,"MassiveScenarioClassification (zh-CN)":72.39,"MultilingualSentiment":63.17,"OnlineShopping":87.11,"TNews":44.15,"Waimai":80.65} -{"index":49,"Rank":58,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":62.7,"AmazonReviewsClassification (zh)":38.25,"IFlyTek":43.13,"JDReview":69.08,"MassiveIntentClassification (zh-CN)":61.23,"MassiveScenarioClassification (zh-CN)":68.12,"MultilingualSentiment":67.83,"OnlineShopping":88.13,"TNews":44.42,"Waimai":84.15} -{"index":48,"Rank":59,"Model":"sbert-chinese-general-v1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":62.54,"AmazonReviewsClassification (zh)":37.51,"IFlyTek":44.88,"JDReview":82.2,"MassiveIntentClassification (zh-CN)":57.34,"MassiveScenarioClassification (zh-CN)":62.36,"MultilingualSentiment":66.58,"OnlineShopping":88.19,"TNews":39.8,"Waimai":83.96} -{"index":277,"Rank":60,"Model":"text2vec-base-chinese<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":62.19,"AmazonReviewsClassification (zh)":34.12,"IFlyTek":42.05,"JDReview":82.14,"MassiveIntentClassification (zh-CN)":63.98,"MassiveScenarioClassification (zh-CN)":70.52,"MultilingualSentiment":60.98,"OnlineShopping":85.69,"TNews":43.01,"Waimai":77.22} -{"index":279,"Rank":61,"Model":"luotuo-bert-medium<\/a>","Model Size (Million Parameters)":328,"Memory Usage (GB, fp32)":1.22,"Average":61.0,"AmazonReviewsClassification (zh)":34.46,"IFlyTek":41.75,"JDReview":79.68,"MassiveIntentClassification (zh-CN)":57.47,"MassiveScenarioClassification (zh-CN)":65.32,"MultilingualSentiment":61.21,"OnlineShopping":84.3,"TNews":45.22,"Waimai":79.57} -{"index":53,"Rank":62,"Model":"text2vec-large-chinese<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":60.66,"AmazonReviewsClassification (zh)":33.77,"IFlyTek":41.54,"JDReview":81.56,"MassiveIntentClassification (zh-CN)":63.23,"MassiveScenarioClassification (zh-CN)":68.45,"MultilingualSentiment":58.97,"OnlineShopping":83.51,"TNews":38.92,"Waimai":76.01} -{"index":159,"Rank":63,"Model":"SONAR<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":57.87,"AmazonReviewsClassification (zh)":31.91,"IFlyTek":38.01,"JDReview":69.59,"MassiveIntentClassification (zh-CN)":62.08,"MassiveScenarioClassification (zh-CN)":68.88,"MultilingualSentiment":57.69,"OnlineShopping":75.64,"TNews":40.95,"Waimai":76.12} -{"index":289,"Rank":64,"Model":"ALL_862873<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":38.04,"AmazonReviewsClassification (zh)":21.96,"IFlyTek":20.35,"JDReview":55.5,"MassiveIntentClassification (zh-CN)":25.39,"MassiveScenarioClassification (zh-CN)":40.35,"MultilingualSentiment":38.94,"OnlineShopping":56.89,"TNews":26.79,"Waimai":56.22} -{"index":11,"Rank":76,"Model":"LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Average":"","AmazonReviewsClassification (zh)":30.89,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":40.62,"MassiveScenarioClassification (zh-CN)":50.22,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":67,"Rank":110,"Model":"MUG-B-1.6<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":22.35,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":18.85,"MassiveScenarioClassification (zh-CN)":30.14,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":91,"Rank":134,"Model":"SGPT-125M-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":24.27,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":46.24,"MassiveScenarioClassification (zh-CN)":49.38,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":92,"Rank":135,"Model":"SGPT-125M-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":23.98,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":45.78,"MassiveScenarioClassification (zh-CN)":48.55,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":95,"Rank":138,"Model":"SGPT-5.8B-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":33.75,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":126,"Rank":167,"Model":"Titan-text-embeddings-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":36.07,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":63.4,"MassiveScenarioClassification (zh-CN)":69.58,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":138,"Rank":178,"Model":"sgpt-bloom-1b7-nli<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":37.63,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":139,"Rank":179,"Model":"sgpt-bloom-7b1-msmarco<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":32.63,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":67.07,"MassiveScenarioClassification (zh-CN)":73.95,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":185,"Rank":212,"Model":"multilingual-e5-large-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":44.66,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":73.32,"MassiveScenarioClassification (zh-CN)":78.7,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":189,"Rank":214,"Model":"udever-bloom-3b<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":"","IFlyTek":45.03,"JDReview":83.64,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":67.17,"OnlineShopping":90.41,"TNews":47.7,"Waimai":84.07} -{"index":191,"Rank":215,"Model":"udever-bloom-7b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":"","IFlyTek":46.23,"JDReview":84.17,"MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":68.36,"OnlineShopping":90.93,"TNews":47.8,"Waimai":84.68} -{"index":254,"Rank":266,"Model":"LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Average":"","AmazonReviewsClassification (zh)":36.45,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":63.86,"MassiveScenarioClassification (zh-CN)":70.85,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":255,"Rank":267,"Model":"all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":"","AmazonReviewsClassification (zh)":22.99,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":23.74,"MassiveScenarioClassification (zh-CN)":33.18,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":258,"Rank":270,"Model":"allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","AmazonReviewsClassification (zh)":20.49,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":2.81,"MassiveScenarioClassification (zh-CN)":9.19,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":261,"Rank":273,"Model":"distiluse-base-multilingual-cased-v2<\/a>","Model Size (Million Parameters)":135,"Memory Usage (GB, fp32)":0.5,"Average":"","AmazonReviewsClassification (zh)":33.89,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":59.22,"MassiveScenarioClassification (zh-CN)":66.44,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":263,"Rank":275,"Model":"gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":"","AmazonReviewsClassification (zh)":21.83,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":2.41,"MassiveScenarioClassification (zh-CN)":3.84,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":264,"Rank":276,"Model":"gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":"","AmazonReviewsClassification (zh)":21.89,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":1.72,"MassiveScenarioClassification (zh-CN)":5.21,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":268,"Rank":280,"Model":"paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":"","AmazonReviewsClassification (zh)":35.26,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":269,"Rank":281,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":"","AmazonReviewsClassification (zh)":37.74,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":"","MassiveScenarioClassification (zh-CN)":"","MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":270,"Rank":282,"Model":"sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","AmazonReviewsClassification (zh)":21.53,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":1.12,"MassiveScenarioClassification (zh-CN)":4.17,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":271,"Rank":283,"Model":"sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":"","AmazonReviewsClassification (zh)":22.12,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":1.09,"MassiveScenarioClassification (zh-CN)":4.7,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":272,"Rank":284,"Model":"sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":"","AmazonReviewsClassification (zh)":21.88,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":0.59,"MassiveScenarioClassification (zh-CN)":5.86,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":275,"Rank":286,"Model":"rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":"","IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":5.15,"MassiveScenarioClassification (zh-CN)":10.56,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} -{"index":278,"Rank":287,"Model":"text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","AmazonReviewsClassification (zh)":32.52,"IFlyTek":"","JDReview":"","MassiveIntentClassification (zh-CN)":60.86,"MassiveScenarioClassification (zh-CN)":65.83,"MultilingualSentiment":"","OnlineShopping":"","TNews":"","Waimai":""} +{"Rank":1,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":69.83,"IFlyTek":45.47,"IFlyTek (cmn-Hans)":41.86,"JDReview":80.99,"JDReview (cmn-Hans)":80.54,"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":2,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":68.08,"IFlyTek":47.35,"IFlyTek (cmn-Hans)":40.74,"JDReview":79.34,"JDReview (cmn-Hans)":78.37,"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":3,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":67.71,"IFlyTek":44.93,"IFlyTek (cmn-Hans)":40.81,"JDReview":76.21,"JDReview (cmn-Hans)":75.72,"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":4,"Model":"google-gecko-256.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":5,"Model":"google-gecko.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":6,"Model":"titan-embed-text-v1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":7,"Model":"mistral-embed<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":8,"Model":"voyage-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":9,"Model":"voyage-code-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":10,"Model":"voyage-large-2-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":11,"Model":"voyage-law-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":12,"Model":"voyage-lite-01-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":13,"Model":"voyage-lite-02-instruct<\/a>","Model Size (Million Parameters)":1220,"Memory Usage (GB, fp32)":4.54,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":14,"Model":"voyage-multilingual-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":15,"Model":"LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":16,"Model":"OpenSearch-text-hybrid<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":51.8,"IFlyTek (cmn-Hans)":null,"JDReview":86.02,"JDReview (cmn-Hans)":null,"MultilingualSentiment":76.35,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":93.2,"OnlineShopping (cmn-Hans)":null,"TNews":53.06,"TNews (cmn-Hans)":null,"Waimai":88.1,"Waimai (cmn-Hans)":null} +{"Rank":17,"Model":"gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Average":null,"IFlyTek":53.77,"IFlyTek (cmn-Hans)":null,"JDReview":88.2,"JDReview (cmn-Hans)":null,"MultilingualSentiment":77.42,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":94.48,"OnlineShopping (cmn-Hans)":null,"TNews":51.24,"TNews (cmn-Hans)":null,"Waimai":88.63,"Waimai (cmn-Hans)":null} +{"Rank":18,"Model":"bge-base-zh-v1.5<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":null,"IFlyTek":48.62,"IFlyTek (cmn-Hans)":null,"JDReview":83.62,"JDReview (cmn-Hans)":null,"MultilingualSentiment":70.67,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":91.26,"OnlineShopping (cmn-Hans)":null,"TNews":51.08,"TNews (cmn-Hans)":null,"Waimai":85.36,"Waimai (cmn-Hans)":null} +{"Rank":19,"Model":"bge-large-zh-noinstruct<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":null,"IFlyTek":45.32,"IFlyTek (cmn-Hans)":null,"JDReview":85.38,"JDReview (cmn-Hans)":null,"MultilingualSentiment":73.7,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":91.66,"OnlineShopping (cmn-Hans)":null,"TNews":52.05,"TNews (cmn-Hans)":null,"Waimai":86.83,"Waimai (cmn-Hans)":null} +{"Rank":20,"Model":"bge-large-zh-v1.5<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":null,"IFlyTek":48.74,"IFlyTek (cmn-Hans)":null,"JDReview":85.14,"JDReview (cmn-Hans)":null,"MultilingualSentiment":72.97,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":91.43,"OnlineShopping (cmn-Hans)":null,"TNews":52.1,"TNews (cmn-Hans)":null,"Waimai":86.9,"Waimai (cmn-Hans)":null} +{"Rank":21,"Model":"bge-m3<\/a>","Model Size (Million Parameters)":2270,"Memory Usage (GB, fp32)":8.46,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":22,"Model":"bge-small-zh-v1.5<\/a>","Model Size (Million Parameters)":24,"Memory Usage (GB, fp32)":0.09,"Average":null,"IFlyTek":45.49,"IFlyTek (cmn-Hans)":null,"JDReview":80.04,"JDReview (cmn-Hans)":null,"MultilingualSentiment":63.06,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":85.05,"OnlineShopping (cmn-Hans)":null,"TNews":48.15,"TNews (cmn-Hans)":null,"Waimai":83.18,"Waimai (cmn-Hans)":null} +{"Rank":23,"Model":"Cohere-embed-multilingual-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":24,"Model":"Cohere-embed-multilingual-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":25,"Model":"distilrubert-small-cased-conversational<\/a>","Model Size (Million Parameters)":106,"Memory Usage (GB, fp32)":0.39,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":26,"Model":"rubert-base-cased<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":27,"Model":"rubert-base-cased-sentence<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":28,"Model":"text2vec-large-chinese<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":null,"IFlyTek":41.54,"IFlyTek (cmn-Hans)":null,"JDReview":81.56,"JDReview (cmn-Hans)":null,"MultilingualSentiment":58.97,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":83.51,"OnlineShopping (cmn-Hans)":null,"TNews":38.92,"TNews (cmn-Hans)":null,"Waimai":76.01,"Waimai (cmn-Hans)":null} +{"Rank":29,"Model":"bert-base-10lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":30,"Model":"bert-base-15lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":31,"Model":"bert-base-25lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":32,"Model":"GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":48.49,"JDReview":null,"JDReview (cmn-Hans)":84.02,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":68.13,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":86.99,"TNews":null,"TNews (cmn-Hans)":49.94,"Waimai":null,"Waimai (cmn-Hans)":84.92} +{"Rank":33,"Model":"LLM2Vec-Llama-2-supervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":34,"Model":"LLM2Vec-Llama-2-unsupervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":35,"Model":"LLM2Vec-Meta-Llama-3-supervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":36,"Model":"LLM2Vec-Meta-Llama-3-unsupervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":37,"Model":"LLM2Vec-Mistral-supervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":38,"Model":"LLM2Vec-Mistral-unsupervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":39,"Model":"LLM2Vec-Sheared-Llama-supervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":40,"Model":"LLM2Vec-Sheared-Llama-unsupervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":41,"Model":"sentence-croissant-llm-base<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":42,"Model":"sbert_large_mt_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":43,"Model":"sbert_large_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":44,"Model":"bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":45,"Model":"LaBSE-en-ru<\/a>","Model Size (Million Parameters)":129,"Memory Usage (GB, fp32)":0.48,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":46,"Model":"rubert-tiny<\/a>","Model Size (Million Parameters)":12,"Memory Usage (GB, fp32)":0.04,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":47,"Model":"rubert-tiny2<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":48,"Model":"sentence-camembert-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":49,"Model":"sentence-camembert-large<\/a>","Model Size (Million Parameters)":337,"Memory Usage (GB, fp32)":1.26,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":50,"Model":"USER-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":51,"Model":"USER-bge-m3<\/a>","Model Size (Million Parameters)":359,"Memory Usage (GB, fp32)":1.34,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":52,"Model":"deberta-v1-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":53,"Model":"e5-base-4k<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":54,"Model":"flaubert_base_cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":55,"Model":"flaubert_base_uncased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":56,"Model":"flaubert_large_cased<\/a>","Model Size (Million Parameters)":372,"Memory Usage (GB, fp32)":1.39,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":57,"Model":"bert-base-multilingual-cased<\/a>","Model Size (Million Parameters)":179,"Memory Usage (GB, fp32)":0.67,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":58,"Model":"bert-base-multilingual-uncased<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":59,"Model":"e5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":60,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":61,"Model":"udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":62,"Model":"udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":63,"Model":"jina-embeddings-v2-base-en<\/a>","Model Size (Million Parameters)":275,"Memory Usage (GB, fp32)":1.02,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":64,"Model":"m3e-base<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":null,"IFlyTek":44.42,"IFlyTek (cmn-Hans)":null,"JDReview":85.33,"JDReview (cmn-Hans)":null,"MultilingualSentiment":71.9,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":87.77,"OnlineShopping (cmn-Hans)":null,"TNews":48.28,"TNews (cmn-Hans)":null,"Waimai":83.99,"Waimai (cmn-Hans)":null} +{"Rank":65,"Model":"m3e-large<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":null,"IFlyTek":43.96,"IFlyTek (cmn-Hans)":null,"JDReview":86.92,"JDReview (cmn-Hans)":null,"MultilingualSentiment":72.47,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":89.59,"OnlineShopping (cmn-Hans)":null,"TNews":48.26,"TNews (cmn-Hans)":null,"Waimai":86.08,"Waimai (cmn-Hans)":null} +{"Rank":66,"Model":"nomic-embed-text-v1<\/a>","Model Size (Million Parameters)":547,"Memory Usage (GB, fp32)":2.04,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":67,"Model":"nomic-embed-text-v1.5-128<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":68,"Model":"nomic-embed-text-v1.5-256<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":69,"Model":"nomic-embed-text-v1.5-512<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":70,"Model":"nomic-embed-text-v1.5-64<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":71,"Model":"contriever-base-msmarco<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":72,"Model":"sup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":73,"Model":"unsup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":74,"Model":"LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":43.19,"JDReview":null,"JDReview (cmn-Hans)":79.14,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":64.6,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":85.63,"TNews":null,"TNews (cmn-Hans)":46.02,"Waimai":null,"Waimai (cmn-Hans)":82.85} +{"Rank":75,"Model":"all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":15.31,"JDReview":null,"JDReview (cmn-Hans)":59.57,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":40.52,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":58.65,"TNews":null,"TNews (cmn-Hans)":20.37,"Waimai":null,"Waimai (cmn-Hans)":63.48} +{"Rank":76,"Model":"all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":16.09,"JDReview":null,"JDReview (cmn-Hans)":59.98,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":41.28,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":57.74,"TNews":null,"TNews (cmn-Hans)":20.12,"Waimai":null,"Waimai (cmn-Hans)":62.72} +{"Rank":77,"Model":"all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":17.18,"JDReview":null,"JDReview (cmn-Hans)":60.19,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":41.2,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":56.94,"TNews":null,"TNews (cmn-Hans)":21.05,"Waimai":null,"Waimai (cmn-Hans)":63.31} +{"Rank":78,"Model":"allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":79,"Model":"glove.6B.300d<\/a>","Model Size (Million Parameters)":120,"Memory Usage (GB, fp32)":0.45,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":80,"Model":"komninos<\/a>","Model Size (Million Parameters)":134,"Memory Usage (GB, fp32)":0.5,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":81,"Model":"distiluse-base-multilingual-cased-v2<\/a>","Model Size (Million Parameters)":135,"Memory Usage (GB, fp32)":0.5,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":82,"Model":"gtr-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":83,"Model":"gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":84,"Model":"gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":85,"Model":"gtr-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":86,"Model":"msmarco-bert-co-condensor<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":87,"Model":"multi-qa-MiniLM-L6-cos-v1<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":88,"Model":"paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":39.88,"JDReview":null,"JDReview (cmn-Hans)":70.26,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":61.9,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":84.89,"TNews":null,"TNews (cmn-Hans)":39.19,"Waimai":null,"Waimai (cmn-Hans)":82.27} +{"Rank":89,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":43.98,"JDReview":null,"JDReview (cmn-Hans)":70.34,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":66.49,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":87.75,"TNews":null,"TNews (cmn-Hans)":43.73,"Waimai":null,"Waimai (cmn-Hans)":83.97} +{"Rank":90,"Model":"sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":91,"Model":"sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":92,"Model":"sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":93,"Model":"sentence-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":94,"Model":"LaBSE-ru-turbo<\/a>","Model Size (Million Parameters)":128,"Memory Usage (GB, fp32)":0.48,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":95,"Model":"rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":96,"Model":"text2vec-base-chinese<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":null,"IFlyTek":42.05,"IFlyTek (cmn-Hans)":null,"JDReview":82.14,"JDReview (cmn-Hans)":null,"MultilingualSentiment":60.98,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":85.69,"OnlineShopping (cmn-Hans)":null,"TNews":43.01,"TNews (cmn-Hans)":null,"Waimai":77.22,"Waimai (cmn-Hans)":null} +{"Rank":97,"Model":"luotuo-bert-medium<\/a>","Model Size (Million Parameters)":328,"Memory Usage (GB, fp32)":1.22,"Average":null,"IFlyTek":41.75,"IFlyTek (cmn-Hans)":null,"JDReview":79.68,"JDReview (cmn-Hans)":null,"MultilingualSentiment":61.21,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":84.3,"OnlineShopping (cmn-Hans)":null,"TNews":45.22,"TNews (cmn-Hans)":null,"Waimai":79.57,"Waimai (cmn-Hans)":null} +{"Rank":98,"Model":"text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":99,"Model":"universal-sentence-encoder-multilingual-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":100,"Model":"universal-sentence-encoder-multilingual-large-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":101,"Model":"xlm-roberta-base<\/a>","Model Size (Million Parameters)":279,"Memory Usage (GB, fp32)":1.04,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":102,"Model":"xlm-roberta-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":103,"Model":"text-similarity-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":104,"Model":"text-similarity-babbage-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":105,"Model":"text-similarity-curie-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":106,"Model":"text-similarity-davinci-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":107,"Model":"text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":44.62,"IFlyTek (cmn-Hans)":null,"JDReview":74.6,"JDReview (cmn-Hans)":null,"MultilingualSentiment":67.99,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":88.94,"OnlineShopping (cmn-Hans)":null,"TNews":45.77,"TNews (cmn-Hans)":null,"Waimai":82.37,"Waimai (cmn-Hans)":null} +{"Rank":108,"Model":"text-embedding-3-large-256<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":109,"Model":"text-embedding-3-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":110,"Model":"text-embedding-3-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null} +{"Rank":111,"Model":"Baichuan-text-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"IFlyTek":50.75,"IFlyTek (cmn-Hans)":null,"JDReview":87.69,"JDReview (cmn-Hans)":null,"MultilingualSentiment":76.83,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":94.42,"OnlineShopping (cmn-Hans)":null,"TNews":52.62,"TNews (cmn-Hans)":null,"Waimai":88.77,"Waimai (cmn-Hans)":null} +{"Rank":112,"Model":"elser-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"IFlyTek":null,"IFlyTek (cmn-Hans)":null,"JDReview":null,"JDReview (cmn-Hans)":null,"MultilingualSentiment":null,"MultilingualSentiment (cmn-Hans)":null,"OnlineShopping":null,"OnlineShopping (cmn-Hans)":null,"TNews":null,"TNews (cmn-Hans)":null,"Waimai":null,"Waimai (cmn-Hans)":null}