diff --git "a/all_data_tasks/12/default.jsonl" "b/all_data_tasks/12/default.jsonl" --- "a/all_data_tasks/12/default.jsonl" +++ "b/all_data_tasks/12/default.jsonl" @@ -1,72 +1,112 @@ -{"index":72,"Rank":1,"Model":"Zhihui_LLM_Embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.74,"CmedqaRetrieval":48.69,"CovidRetrieval":84.39,"DuRetrieval":91.34,"EcomRetrieval":71.96,"MedicalRetrieval":65.19,"MMarcoRetrieval":84.77,"T2Retrieval":88.3,"VideoRetrieval":79.31} -{"index":207,"Rank":2,"Model":"xiaobu-embedding-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.5,"CmedqaRetrieval":47.14,"CovidRetrieval":89.4,"DuRetrieval":89.44,"EcomRetrieval":70.5,"MedicalRetrieval":68.19,"MMarcoRetrieval":82.19,"T2Retrieval":85.01,"VideoRetrieval":80.09} -{"index":169,"Rank":3,"Model":"zpoint_large_embedding_zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.36,"CmedqaRetrieval":47.16,"CovidRetrieval":89.14,"DuRetrieval":89.23,"EcomRetrieval":70.74,"MedicalRetrieval":68.14,"MMarcoRetrieval":82.38,"T2Retrieval":83.81,"VideoRetrieval":80.26} -{"index":234,"Rank":4,"Model":"gte-Qwen2-7B-instruct-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.03,"CmedqaRetrieval":48.69,"CovidRetrieval":83.65,"DuRetrieval":87.44,"EcomRetrieval":71.15,"MedicalRetrieval":65.59,"MMarcoRetrieval":85.16,"T2Retrieval":87.73,"VideoRetrieval":78.84} -{"index":142,"Rank":5,"Model":"gte-Qwen2-7B-instruct-Q5_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":76.03,"CmedqaRetrieval":48.69,"CovidRetrieval":83.65,"DuRetrieval":87.44,"EcomRetrieval":71.15,"MedicalRetrieval":65.59,"MMarcoRetrieval":85.16,"T2Retrieval":87.73,"VideoRetrieval":78.84} -{"index":17,"Rank":6,"Model":"gte-Qwen2-7B-instruct<\/a>","Model Size (Million Parameters)":7613,"Memory Usage (GB, fp32)":28.36,"Average":76.03,"CmedqaRetrieval":48.69,"CovidRetrieval":83.65,"DuRetrieval":87.44,"EcomRetrieval":71.15,"MedicalRetrieval":65.59,"MMarcoRetrieval":85.16,"T2Retrieval":87.73,"VideoRetrieval":78.84} -{"index":249,"Rank":7,"Model":"360Zhinao-search<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":75.06,"CmedqaRetrieval":46.73,"CovidRetrieval":85.02,"DuRetrieval":87.57,"EcomRetrieval":68.9,"MedicalRetrieval":63.69,"MMarcoRetrieval":83.32,"T2Retrieval":87.12,"VideoRetrieval":78.09} -{"index":276,"Rank":8,"Model":"AGE_Hybrid<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.97,"CmedqaRetrieval":47.26,"CovidRetrieval":83.66,"DuRetrieval":89.28,"EcomRetrieval":69.28,"MedicalRetrieval":65.94,"MMarcoRetrieval":80.65,"T2Retrieval":86.88,"VideoRetrieval":76.79} -{"index":12,"Rank":9,"Model":"OpenSearch-text-hybrid<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.41,"CmedqaRetrieval":46.56,"CovidRetrieval":84.03,"DuRetrieval":87.85,"EcomRetrieval":68.79,"MedicalRetrieval":65.92,"MMarcoRetrieval":79.93,"T2Retrieval":86.76,"VideoRetrieval":75.43} -{"index":38,"Rank":10,"Model":"Yinka<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.41,"CmedqaRetrieval":47.64,"CovidRetrieval":85.95,"DuRetrieval":89.11,"EcomRetrieval":67.92,"MedicalRetrieval":65.2,"MMarcoRetrieval":79.81,"T2Retrieval":86.24,"VideoRetrieval":73.39} -{"index":253,"Rank":11,"Model":"piccolo-large-zh-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":74.36,"CmedqaRetrieval":47.58,"CovidRetrieval":86.78,"DuRetrieval":89.14,"EcomRetrieval":67.75,"MedicalRetrieval":64.88,"MMarcoRetrieval":79.54,"T2Retrieval":86.14,"VideoRetrieval":73.1} -{"index":120,"Rank":12,"Model":"PEG<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.78,"CmedqaRetrieval":44.42,"CovidRetrieval":82.56,"DuRetrieval":87.67,"EcomRetrieval":67.32,"MedicalRetrieval":60.99,"MMarcoRetrieval":82.63,"T2Retrieval":87.0,"VideoRetrieval":77.64} -{"index":29,"Rank":13,"Model":"bge-multilingual-gemma2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.73,"CmedqaRetrieval":42.21,"CovidRetrieval":77.46,"DuRetrieval":90.46,"EcomRetrieval":69.3,"MedicalRetrieval":62.02,"MMarcoRetrieval":84.7,"T2Retrieval":86.26,"VideoRetrieval":77.4} -{"index":154,"Rank":14,"Model":"stella-large-zh-v3-1792d<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.6,"CmedqaRetrieval":46.87,"CovidRetrieval":82.44,"DuRetrieval":87.13,"EcomRetrieval":68.62,"MedicalRetrieval":65.18,"MMarcoRetrieval":79.14,"T2Retrieval":85.56,"VideoRetrieval":73.89} -{"index":50,"Rank":15,"Model":"IYun-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.56,"CmedqaRetrieval":46.68,"CovidRetrieval":85.24,"DuRetrieval":88.26,"EcomRetrieval":67.23,"MedicalRetrieval":64.29,"MMarcoRetrieval":78.64,"T2Retrieval":85.29,"VideoRetrieval":72.89} -{"index":155,"Rank":16,"Model":"stella-mrl-large-zh-v3.5-1792d<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.52,"CmedqaRetrieval":46.61,"CovidRetrieval":81.87,"DuRetrieval":86.8,"EcomRetrieval":68.1,"MedicalRetrieval":64.99,"MMarcoRetrieval":79.21,"T2Retrieval":85.85,"VideoRetrieval":74.71} -{"index":116,"Rank":17,"Model":"stella-mrl-large-zh-v3.5-1792d-1024<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.52,"CmedqaRetrieval":46.61,"CovidRetrieval":81.87,"DuRetrieval":86.8,"EcomRetrieval":68.1,"MedicalRetrieval":64.99,"MMarcoRetrieval":79.21,"T2Retrieval":85.85,"VideoRetrieval":74.71} -{"index":206,"Rank":18,"Model":"xiaobu-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.41,"CmedqaRetrieval":44.22,"CovidRetrieval":87.69,"DuRetrieval":86.45,"EcomRetrieval":68.04,"MedicalRetrieval":63.38,"MMarcoRetrieval":78.47,"T2Retrieval":85.45,"VideoRetrieval":73.59} -{"index":105,"Rank":19,"Model":"alime-embedding-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.3,"CmedqaRetrieval":43.93,"CovidRetrieval":88.14,"DuRetrieval":86.23,"EcomRetrieval":67.56,"MedicalRetrieval":63.57,"MMarcoRetrieval":78.25,"T2Retrieval":84.58,"VideoRetrieval":74.16} -{"index":315,"Rank":20,"Model":"Baichuan-text-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":73.12,"CmedqaRetrieval":47.64,"CovidRetrieval":86.86,"DuRetrieval":88.43,"EcomRetrieval":66.39,"MedicalRetrieval":61.1,"MMarcoRetrieval":80.17,"T2Retrieval":80.11,"VideoRetrieval":74.28} -{"index":129,"Rank":21,"Model":"acge_text_embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":72.93,"CmedqaRetrieval":46.78,"CovidRetrieval":81.56,"DuRetrieval":86.55,"EcomRetrieval":67.6,"MedicalRetrieval":64.1,"MMarcoRetrieval":78.42,"T2Retrieval":85.08,"VideoRetrieval":73.32} -{"index":298,"Rank":22,"Model":"hktv-fine-tuned-cloudy-large-zh-metaphor14<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":72.92,"CmedqaRetrieval":43.58,"CovidRetrieval":85.83,"DuRetrieval":86.2,"EcomRetrieval":66.99,"MedicalRetrieval":64.23,"MMarcoRetrieval":77.69,"T2Retrieval":84.94,"VideoRetrieval":73.86} -{"index":125,"Rank":23,"Model":"cloudy-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":72.92,"CmedqaRetrieval":43.58,"CovidRetrieval":85.83,"DuRetrieval":86.2,"EcomRetrieval":66.99,"MedicalRetrieval":64.23,"MMarcoRetrieval":77.69,"T2Retrieval":84.94,"VideoRetrieval":73.86} -{"index":286,"Rank":24,"Model":"gte-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":72.49,"CmedqaRetrieval":43.15,"CovidRetrieval":88.41,"DuRetrieval":85.04,"EcomRetrieval":67.25,"MedicalRetrieval":62.88,"MMarcoRetrieval":77.53,"T2Retrieval":81.93,"VideoRetrieval":73.7} -{"index":173,"Rank":25,"Model":"stella-base-zh-v3-1792d<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":72.28,"CmedqaRetrieval":45.38,"CovidRetrieval":80.61,"DuRetrieval":85.55,"EcomRetrieval":67.88,"MedicalRetrieval":64.34,"MMarcoRetrieval":77.42,"T2Retrieval":84.5,"VideoRetrieval":72.56} -{"index":233,"Rank":26,"Model":"gte-Qwen2-1.5B-instruct-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.86,"CmedqaRetrieval":46.97,"CovidRetrieval":80.79,"DuRetrieval":89.4,"EcomRetrieval":62.51,"MedicalRetrieval":58.65,"MMarcoRetrieval":83.01,"T2Retrieval":85.47,"VideoRetrieval":68.11} -{"index":16,"Rank":27,"Model":"gte-Qwen2-1.5B-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.86,"CmedqaRetrieval":46.97,"CovidRetrieval":80.79,"DuRetrieval":89.4,"EcomRetrieval":62.51,"MedicalRetrieval":58.65,"MMarcoRetrieval":83.01,"T2Retrieval":85.47,"VideoRetrieval":68.11} -{"index":21,"Rank":28,"Model":"tao-8k<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.85,"CmedqaRetrieval":42.73,"CovidRetrieval":82.19,"DuRetrieval":88.02,"EcomRetrieval":64.71,"MedicalRetrieval":60.63,"MMarcoRetrieval":79.56,"T2Retrieval":84.69,"VideoRetrieval":72.25} -{"index":284,"Rank":29,"Model":"gte-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.71,"CmedqaRetrieval":44.38,"CovidRetrieval":75.74,"DuRetrieval":83.64,"EcomRetrieval":69.56,"MedicalRetrieval":64.94,"MMarcoRetrieval":77.7,"T2Retrieval":83.08,"VideoRetrieval":74.67} -{"index":251,"Rank":30,"Model":"piccolo-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.2,"CmedqaRetrieval":42.02,"CovidRetrieval":84.5,"DuRetrieval":88.25,"EcomRetrieval":62.88,"MedicalRetrieval":58.09,"MMarcoRetrieval":77.92,"T2Retrieval":82.38,"VideoRetrieval":73.54} -{"index":171,"Rank":31,"Model":"stella-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.07,"CmedqaRetrieval":41.86,"CovidRetrieval":84.71,"DuRetrieval":87.8,"EcomRetrieval":62.46,"MedicalRetrieval":57.97,"MMarcoRetrieval":78.22,"T2Retrieval":82.51,"VideoRetrieval":73.04} -{"index":174,"Rank":32,"Model":"stella-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":71.02,"CmedqaRetrieval":42.28,"CovidRetrieval":85.19,"DuRetrieval":87.81,"EcomRetrieval":61.66,"MedicalRetrieval":59.38,"MMarcoRetrieval":78.1,"T2Retrieval":82.76,"VideoRetrieval":70.96} -{"index":252,"Rank":33,"Model":"piccolo-large-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.93,"CmedqaRetrieval":41.98,"CovidRetrieval":85.04,"DuRetrieval":87.97,"EcomRetrieval":61.91,"MedicalRetrieval":59.04,"MMarcoRetrieval":77.83,"T2Retrieval":82.47,"VideoRetrieval":71.18} -{"index":245,"Rank":34,"Model":"checkpoint-9000<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.63,"CmedqaRetrieval":40.57,"CovidRetrieval":75.93,"DuRetrieval":83.73,"EcomRetrieval":66.14,"MedicalRetrieval":58.58,"MMarcoRetrieval":81.95,"T2Retrieval":84.17,"VideoRetrieval":73.94} -{"index":96,"Rank":35,"Model":"qwen-1.8b-retrieval-test<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.63,"CmedqaRetrieval":40.57,"CovidRetrieval":75.93,"DuRetrieval":83.73,"EcomRetrieval":66.14,"MedicalRetrieval":58.58,"MMarcoRetrieval":81.95,"T2Retrieval":84.17,"VideoRetrieval":73.94} -{"index":15,"Rank":36,"Model":"gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Average":70.62,"CmedqaRetrieval":43.47,"CovidRetrieval":80.87,"DuRetrieval":86.01,"EcomRetrieval":66.46,"MedicalRetrieval":61.33,"MMarcoRetrieval":73.83,"T2Retrieval":83.58,"VideoRetrieval":69.41} -{"index":26,"Rank":37,"Model":"bge-large-zh-noinstruct<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":70.54,"CmedqaRetrieval":41.03,"CovidRetrieval":75.07,"DuRetrieval":84.68,"EcomRetrieval":65.6,"MedicalRetrieval":58.28,"MMarcoRetrieval":81.38,"T2Retrieval":84.39,"VideoRetrieval":73.93} -{"index":27,"Rank":38,"Model":"bge-large-zh-v1.5<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":70.46,"CmedqaRetrieval":42.57,"CovidRetrieval":73.35,"DuRetrieval":86.32,"EcomRetrieval":65.33,"MedicalRetrieval":59.59,"MMarcoRetrieval":79.23,"T2Retrieval":83.99,"VideoRetrieval":73.32} -{"index":46,"Rank":39,"Model":"Dmeta-embedding-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.41,"CmedqaRetrieval":45.83,"CovidRetrieval":76.77,"DuRetrieval":81.47,"EcomRetrieval":68.42,"MedicalRetrieval":64.42,"MMarcoRetrieval":71.7,"T2Retrieval":81.33,"VideoRetrieval":73.31} -{"index":20,"Rank":40,"Model":"tao<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.26,"CmedqaRetrieval":42.68,"CovidRetrieval":80.79,"DuRetrieval":85.74,"EcomRetrieval":62.06,"MedicalRetrieval":59.53,"MMarcoRetrieval":78.66,"T2Retrieval":84.69,"VideoRetrieval":67.96} -{"index":175,"Rank":41,"Model":"stella-large-zh-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.14,"CmedqaRetrieval":42.63,"CovidRetrieval":80.81,"DuRetrieval":85.75,"EcomRetrieval":62.07,"MedicalRetrieval":59.42,"MMarcoRetrieval":78.67,"T2Retrieval":83.87,"VideoRetrieval":67.93} -{"index":172,"Rank":42,"Model":"stella-base-zh-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":70.08,"CmedqaRetrieval":42.03,"CovidRetrieval":79.86,"DuRetrieval":86.97,"EcomRetrieval":62.85,"MedicalRetrieval":58.5,"MMarcoRetrieval":78.36,"T2Retrieval":83.76,"VideoRetrieval":68.27} -{"index":51,"Rank":43,"Model":"mist-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":69.59,"CmedqaRetrieval":41.8,"CovidRetrieval":79.3,"DuRetrieval":86.43,"EcomRetrieval":62.64,"MedicalRetrieval":58.27,"MMarcoRetrieval":78.17,"T2Retrieval":82.11,"VideoRetrieval":67.96} -{"index":23,"Rank":44,"Model":"bge-base-zh-v1.5<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":69.49,"CmedqaRetrieval":41.61,"CovidRetrieval":74.7,"DuRetrieval":85.07,"EcomRetrieval":64.25,"MedicalRetrieval":56.51,"MMarcoRetrieval":77.69,"T2Retrieval":83.71,"VideoRetrieval":72.35} -{"index":199,"Rank":45,"Model":"jina-embeddings-v2-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":69.4,"CmedqaRetrieval":39.15,"CovidRetrieval":81.22,"DuRetrieval":84.57,"EcomRetrieval":63.95,"MedicalRetrieval":57.12,"MMarcoRetrieval":77.96,"T2Retrieval":80.59,"VideoRetrieval":70.62} -{"index":280,"Rank":46,"Model":"jina-embeddings-v2-base-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":69.4,"CmedqaRetrieval":39.15,"CovidRetrieval":81.22,"DuRetrieval":84.57,"EcomRetrieval":63.95,"MedicalRetrieval":57.12,"MMarcoRetrieval":77.96,"T2Retrieval":80.59,"VideoRetrieval":70.62} -{"index":47,"Rank":47,"Model":"Dmeta-embedding-zh-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":67.7,"CmedqaRetrieval":42.69,"CovidRetrieval":75.63,"DuRetrieval":79.89,"EcomRetrieval":64.48,"MedicalRetrieval":59.95,"MMarcoRetrieval":70.75,"T2Retrieval":79.9,"VideoRetrieval":68.3} -{"index":288,"Rank":48,"Model":"gte-small-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":65.5,"CmedqaRetrieval":42.46,"CovidRetrieval":61.65,"DuRetrieval":78.57,"EcomRetrieval":57.91,"MedicalRetrieval":62.64,"MMarcoRetrieval":75.0,"T2Retrieval":78.12,"VideoRetrieval":67.69} -{"index":40,"Rank":49,"Model":"winberta-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":64.11,"CmedqaRetrieval":34.08,"CovidRetrieval":71.92,"DuRetrieval":79.7,"EcomRetrieval":59.22,"MedicalRetrieval":51.5,"MMarcoRetrieval":74.73,"T2Retrieval":77.08,"VideoRetrieval":64.67} -{"index":184,"Rank":50,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":63.66,"CmedqaRetrieval":28.67,"CovidRetrieval":75.51,"DuRetrieval":85.32,"EcomRetrieval":54.75,"MedicalRetrieval":51.44,"MMarcoRetrieval":79.2,"T2Retrieval":76.11,"VideoRetrieval":58.25} -{"index":41,"Rank":51,"Model":"windberta-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":63.52,"CmedqaRetrieval":33.45,"CovidRetrieval":73.36,"DuRetrieval":80.13,"EcomRetrieval":55.89,"MedicalRetrieval":50.67,"MMarcoRetrieval":74.14,"T2Retrieval":76.84,"VideoRetrieval":63.66} -{"index":191,"Rank":52,"Model":"udever-bloom-7b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":62.87,"CmedqaRetrieval":27.0,"CovidRetrieval":68.86,"DuRetrieval":78.08,"EcomRetrieval":58.34,"MedicalRetrieval":49.63,"MMarcoRetrieval":78.82,"T2Retrieval":79.82,"VideoRetrieval":62.44} -{"index":33,"Rank":53,"Model":"bge-small-zh-v1.5<\/a>","Model Size (Million Parameters)":24,"Memory Usage (GB, fp32)":0.09,"Average":61.77,"CmedqaRetrieval":35.11,"CovidRetrieval":70.14,"DuRetrieval":77.28,"EcomRetrieval":55.71,"MedicalRetrieval":49.8,"MMarcoRetrieval":63.48,"T2Retrieval":76.43,"VideoRetrieval":66.19} -{"index":180,"Rank":54,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":61.75,"CmedqaRetrieval":34.22,"CovidRetrieval":73.13,"DuRetrieval":87.02,"EcomRetrieval":45.96,"MedicalRetrieval":52.75,"MMarcoRetrieval":74.83,"T2Retrieval":80.68,"VideoRetrieval":45.39} -{"index":183,"Rank":55,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":61.63,"CmedqaRetrieval":27.2,"CovidRetrieval":73.45,"DuRetrieval":81.64,"EcomRetrieval":54.17,"MedicalRetrieval":48.35,"MMarcoRetrieval":76.04,"T2Retrieval":70.86,"VideoRetrieval":61.3} -{"index":39,"Rank":56,"Model":"winberta-base<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":60.6,"CmedqaRetrieval":31.79,"CovidRetrieval":66.33,"DuRetrieval":75.25,"EcomRetrieval":57.32,"MedicalRetrieval":49.28,"MMarcoRetrieval":69.11,"T2Retrieval":75.94,"VideoRetrieval":59.76} -{"index":186,"Rank":57,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":59.95,"CmedqaRetrieval":24.38,"CovidRetrieval":72.82,"DuRetrieval":81.35,"EcomRetrieval":53.56,"MedicalRetrieval":44.84,"MMarcoRetrieval":73.17,"T2Retrieval":71.39,"VideoRetrieval":58.09} -{"index":189,"Rank":58,"Model":"udever-bloom-3b<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":59.77,"CmedqaRetrieval":26.18,"CovidRetrieval":67.57,"DuRetrieval":75.82,"EcomRetrieval":51.28,"MedicalRetrieval":47.48,"MMarcoRetrieval":77.0,"T2Retrieval":76.3,"VideoRetrieval":56.54} -{"index":226,"Rank":59,"Model":"m3e-ernie-xbase-zh<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":59.76,"CmedqaRetrieval":32.33,"CovidRetrieval":67.22,"DuRetrieval":75.27,"EcomRetrieval":58.24,"MedicalRetrieval":54.78,"MMarcoRetrieval":57.91,"T2Retrieval":69.22,"VideoRetrieval":63.09} -{"index":274,"Rank":60,"Model":"ZNV-Embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":58.2,"CmedqaRetrieval":30.34,"CovidRetrieval":58.55,"DuRetrieval":75.05,"EcomRetrieval":52.54,"MedicalRetrieval":50.08,"MMarcoRetrieval":62.26,"T2Retrieval":72.7,"VideoRetrieval":64.08} -{"index":188,"Rank":61,"Model":"udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":57.96,"CmedqaRetrieval":23.91,"CovidRetrieval":68.14,"DuRetrieval":72.84,"EcomRetrieval":52.02,"MedicalRetrieval":43.27,"MMarcoRetrieval":74.66,"T2Retrieval":72.81,"VideoRetrieval":56.07} -{"index":220,"Rank":62,"Model":"m3e-base<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":56.91,"CmedqaRetrieval":30.33,"CovidRetrieval":66.42,"DuRetrieval":75.76,"EcomRetrieval":50.27,"MedicalRetrieval":42.79,"MMarcoRetrieval":65.46,"T2Retrieval":73.14,"VideoRetrieval":51.11} -{"index":221,"Rank":63,"Model":"m3e-large<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":54.75,"CmedqaRetrieval":30.73,"CovidRetrieval":61.33,"DuRetrieval":74.69,"EcomRetrieval":45.18,"MedicalRetrieval":48.66,"MMarcoRetrieval":61.06,"T2Retrieval":72.36,"VideoRetrieval":44.02} -{"index":311,"Rank":64,"Model":"text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":52.0,"CmedqaRetrieval":22.36,"CovidRetrieval":57.21,"DuRetrieval":71.17,"EcomRetrieval":44.49,"MedicalRetrieval":37.92,"MMarcoRetrieval":69.86,"T2Retrieval":69.14,"VideoRetrieval":43.85} -{"index":190,"Rank":65,"Model":"udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.16,"CmedqaRetrieval":20.03,"CovidRetrieval":33.57,"DuRetrieval":56.04,"EcomRetrieval":47.0,"MedicalRetrieval":36.68,"MMarcoRetrieval":69.31,"T2Retrieval":51.57,"VideoRetrieval":55.07} -{"index":279,"Rank":66,"Model":"luotuo-bert-medium<\/a>","Model Size (Million Parameters)":328,"Memory Usage (GB, fp32)":1.22,"Average":44.4,"CmedqaRetrieval":18.04,"CovidRetrieval":55.48,"DuRetrieval":59.36,"EcomRetrieval":40.48,"MedicalRetrieval":29.8,"MMarcoRetrieval":55.31,"T2Retrieval":58.67,"VideoRetrieval":38.04} -{"index":53,"Rank":67,"Model":"text2vec-large-chinese<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":41.94,"CmedqaRetrieval":15.53,"CovidRetrieval":60.48,"DuRetrieval":51.87,"EcomRetrieval":37.58,"MedicalRetrieval":30.93,"MMarcoRetrieval":45.96,"T2Retrieval":50.52,"VideoRetrieval":42.65} -{"index":277,"Rank":68,"Model":"text2vec-base-chinese<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":38.79,"CmedqaRetrieval":15.91,"CovidRetrieval":44.81,"DuRetrieval":52.23,"EcomRetrieval":34.6,"MedicalRetrieval":27.56,"MMarcoRetrieval":44.06,"T2Retrieval":51.67,"VideoRetrieval":39.52} -{"index":48,"Rank":69,"Model":"sbert-chinese-general-v1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.1,"CmedqaRetrieval":11.35,"CovidRetrieval":39.63,"DuRetrieval":41.16,"EcomRetrieval":32.71,"MedicalRetrieval":20.35,"MMarcoRetrieval":34.62,"T2Retrieval":41.8,"VideoRetrieval":35.15} -{"index":49,"Rank":70,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":22.92,"CmedqaRetrieval":10.15,"CovidRetrieval":28.85,"DuRetrieval":33.41,"EcomRetrieval":9.69,"MedicalRetrieval":14.1,"MMarcoRetrieval":44.62,"T2Retrieval":28.35,"VideoRetrieval":14.17} -{"index":159,"Rank":71,"Model":"SONAR<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":7.15,"CmedqaRetrieval":7.22,"CovidRetrieval":10.38,"DuRetrieval":1.44,"EcomRetrieval":4.68,"MedicalRetrieval":4.08,"MMarcoRetrieval":11.0,"T2Retrieval":1.31,"VideoRetrieval":17.05} -{"index":289,"Rank":72,"Model":"ALL_862873<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":4.52,"CmedqaRetrieval":2.22,"CovidRetrieval":2.32,"DuRetrieval":5.86,"EcomRetrieval":10.37,"MedicalRetrieval":2.37,"MMarcoRetrieval":3.64,"T2Retrieval":4.64,"VideoRetrieval":4.77} +{"Rank":1,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":63.66,"CmedqaRetrieval":28.67,"CmedqaRetrieval (cmn-Hans)":28.66,"CovidRetrieval":75.51,"CovidRetrieval (cmn-Hans)":75.61,"DuRetrieval":85.32,"DuRetrieval (cmn-Hans)":85.3,"EcomRetrieval":54.75,"EcomRetrieval (cmn-Hans)":54.67,"MedicalRetrieval":51.44,"MedicalRetrieval (cmn-Hans)":51.44,"MMarcoRetrieval":79.2,"MMarcoRetrieval (cmn-Hans)":79.2,"T2Retrieval":76.11,"T2Retrieval (cmn-Hans)":76.07,"VideoRetrieval":58.25,"VideoRetrieval (cmn-Hans)":58.28} +{"Rank":2,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":61.61,"CmedqaRetrieval":27.2,"CmedqaRetrieval (cmn-Hans)":27.2,"CovidRetrieval":73.45,"CovidRetrieval (cmn-Hans)":73.48,"DuRetrieval":81.64,"DuRetrieval (cmn-Hans)":81.66,"EcomRetrieval":54.17,"EcomRetrieval (cmn-Hans)":54.01,"MedicalRetrieval":48.35,"MedicalRetrieval (cmn-Hans)":48.33,"MMarcoRetrieval":76.04,"MMarcoRetrieval (cmn-Hans)":76.01,"T2Retrieval":70.86,"T2Retrieval (cmn-Hans)":70.77,"VideoRetrieval":61.3,"VideoRetrieval (cmn-Hans)":61.26} +{"Rank":3,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":59.94,"CmedqaRetrieval":24.38,"CmedqaRetrieval (cmn-Hans)":24.36,"CovidRetrieval":72.82,"CovidRetrieval (cmn-Hans)":72.82,"DuRetrieval":81.35,"DuRetrieval (cmn-Hans)":81.36,"EcomRetrieval":53.56,"EcomRetrieval (cmn-Hans)":53.53,"MedicalRetrieval":44.84,"MedicalRetrieval (cmn-Hans)":44.84,"MMarcoRetrieval":73.17,"MMarcoRetrieval (cmn-Hans)":73.17,"T2Retrieval":71.39,"T2Retrieval (cmn-Hans)":71.36,"VideoRetrieval":58.09,"VideoRetrieval (cmn-Hans)":58.06} +{"Rank":4,"Model":"google-gecko-256.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":6,"Model":"titan-embed-text-v1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":7,"Model":"mistral-embed<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":8,"Model":"voyage-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":9,"Model":"voyage-code-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":10,"Model":"voyage-large-2-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":11,"Model":"voyage-law-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":12,"Model":"voyage-lite-01-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":13,"Model":"voyage-lite-02-instruct<\/a>","Model Size (Million Parameters)":1220,"Memory Usage (GB, fp32)":4.54,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":14,"Model":"voyage-multilingual-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":15,"Model":"LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":16,"Model":"OpenSearch-text-hybrid<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":46.56,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":84.03,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":87.85,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":68.79,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":65.92,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":79.93,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":86.76,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":75.43,"VideoRetrieval (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,"CmedqaRetrieval":43.47,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":80.87,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":86.01,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":66.46,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":61.33,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":73.83,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":83.58,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":69.41,"VideoRetrieval (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,"CmedqaRetrieval":41.61,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":74.7,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":85.07,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":64.25,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":56.51,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":77.69,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":83.71,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":72.35,"VideoRetrieval (cmn-Hans)":null} +{"Rank":19,"Model":"bge-large-zh-noinstruct<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":null,"CmedqaRetrieval":41.03,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":75.07,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":84.68,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":65.6,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":58.28,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":81.38,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":84.39,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":73.93,"VideoRetrieval (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,"CmedqaRetrieval":42.57,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":73.35,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":86.32,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":65.33,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":59.59,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":79.23,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":83.99,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":73.32,"VideoRetrieval (cmn-Hans)":null} +{"Rank":21,"Model":"bge-m3<\/a>","Model Size (Million Parameters)":2270,"Memory Usage (GB, fp32)":8.46,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":35.11,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":70.14,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":77.28,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":55.71,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":49.8,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":63.48,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":76.43,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":66.19,"VideoRetrieval (cmn-Hans)":null} +{"Rank":23,"Model":"Cohere-embed-multilingual-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":24,"Model":"Cohere-embed-multilingual-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":25,"Model":"distilrubert-small-cased-conversational<\/a>","Model Size (Million Parameters)":106,"Memory Usage (GB, fp32)":0.39,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":26,"Model":"rubert-base-cased<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":27,"Model":"rubert-base-cased-sentence<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":28,"Model":"text2vec-large-chinese<\/a>","Model Size (Million Parameters)":326,"Memory Usage (GB, fp32)":1.21,"Average":null,"CmedqaRetrieval":15.53,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":60.48,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":51.87,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":37.58,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":30.93,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":45.96,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":50.52,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":42.65,"VideoRetrieval (cmn-Hans)":null} +{"Rank":29,"Model":"bert-base-10lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":30,"Model":"bert-base-15lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":31,"Model":"bert-base-25lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":32,"Model":"GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":35.58,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":73.47,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":88.18,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":54.33,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":55.81,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":76.54,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":82.96,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":53.85} +{"Rank":33,"Model":"LLM2Vec-Llama-2-supervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":34,"Model":"LLM2Vec-Llama-2-unsupervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":37,"Model":"LLM2Vec-Mistral-supervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":38,"Model":"LLM2Vec-Mistral-unsupervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":39,"Model":"LLM2Vec-Sheared-Llama-supervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":40,"Model":"LLM2Vec-Sheared-Llama-unsupervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":41,"Model":"sentence-croissant-llm-base<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":43,"Model":"sbert_large_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":44,"Model":"bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":45,"Model":"LaBSE-en-ru<\/a>","Model Size (Million Parameters)":129,"Memory Usage (GB, fp32)":0.48,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":46,"Model":"rubert-tiny<\/a>","Model Size (Million Parameters)":12,"Memory Usage (GB, fp32)":0.04,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":47,"Model":"rubert-tiny2<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":48,"Model":"sentence-camembert-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":49,"Model":"sentence-camembert-large<\/a>","Model Size (Million Parameters)":337,"Memory Usage (GB, fp32)":1.26,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":50,"Model":"USER-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":51,"Model":"USER-bge-m3<\/a>","Model Size (Million Parameters)":359,"Memory Usage (GB, fp32)":1.34,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":52,"Model":"deberta-v1-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":53,"Model":"e5-base-4k<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":54,"Model":"flaubert_base_cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":55,"Model":"flaubert_base_uncased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":56,"Model":"flaubert_large_cased<\/a>","Model Size (Million Parameters)":372,"Memory Usage (GB, fp32)":1.39,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":57,"Model":"bert-base-multilingual-cased<\/a>","Model Size (Million Parameters)":179,"Memory Usage (GB, fp32)":0.67,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":58,"Model":"bert-base-multilingual-uncased<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":59,"Model":"e5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":60,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":61,"Model":"udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":62,"Model":"udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":64,"Model":"m3e-base<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":null,"CmedqaRetrieval":30.33,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":66.42,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":75.76,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":50.27,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":42.79,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":65.46,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":73.14,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":51.11,"VideoRetrieval (cmn-Hans)":null} +{"Rank":65,"Model":"m3e-large<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":null,"CmedqaRetrieval":30.73,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":61.33,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":74.69,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":45.18,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":48.66,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":61.06,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":72.36,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":44.02,"VideoRetrieval (cmn-Hans)":null} +{"Rank":66,"Model":"nomic-embed-text-v1<\/a>","Model Size (Million Parameters)":547,"Memory Usage (GB, fp32)":2.04,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":71,"Model":"contriever-base-msmarco<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":74,"Model":"LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":5.49,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":28.6,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":26.34,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":25.42,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":6.68,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":34.78,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":25.32,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":22.04} +{"Rank":75,"Model":"all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":2.58,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":10.79,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":6.62,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":4.01,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":2.3,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":7.46,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":4.82,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":9.38} +{"Rank":76,"Model":"all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":2.03,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":0.8,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":3.03,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":3.7,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":1.76,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":6.21,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":1.6,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":9.79} +{"Rank":77,"Model":"all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":2.0,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":3.7,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":4.92,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":3.94,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":1.71,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":7.13,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":2.98,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":8.48} +{"Rank":78,"Model":"allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":79,"Model":"glove.6B.300d<\/a>","Model Size (Million Parameters)":120,"Memory Usage (GB, fp32)":0.45,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":80,"Model":"komninos<\/a>","Model Size (Million Parameters)":134,"Memory Usage (GB, fp32)":0.5,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":82,"Model":"gtr-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":83,"Model":"gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":84,"Model":"gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":85,"Model":"gtr-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":86,"Model":"msmarco-bert-co-condensor<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (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,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":10.78,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":30.11,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":34.72,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":13.32,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":15.46,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":46.62,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":30.31,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":14.71} +{"Rank":89,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":10.15,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":28.85,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":33.41,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":9.69,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":14.1,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":44.62,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":28.35,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":14.18} +{"Rank":90,"Model":"sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":91,"Model":"sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":92,"Model":"sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":93,"Model":"sentence-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":94,"Model":"LaBSE-ru-turbo<\/a>","Model Size (Million Parameters)":128,"Memory Usage (GB, fp32)":0.48,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":95,"Model":"rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":96,"Model":"text2vec-base-chinese<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Average":null,"CmedqaRetrieval":15.91,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":44.81,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":52.23,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":34.6,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":27.56,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":44.06,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":51.67,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":39.52,"VideoRetrieval (cmn-Hans)":null} +{"Rank":97,"Model":"luotuo-bert-medium<\/a>","Model Size (Million Parameters)":328,"Memory Usage (GB, fp32)":1.22,"Average":null,"CmedqaRetrieval":18.04,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":55.48,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":59.36,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":40.48,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":29.8,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":55.31,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":58.67,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":38.04,"VideoRetrieval (cmn-Hans)":null} +{"Rank":98,"Model":"text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":99,"Model":"universal-sentence-encoder-multilingual-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":100,"Model":"universal-sentence-encoder-multilingual-large-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":101,"Model":"xlm-roberta-base<\/a>","Model Size (Million Parameters)":279,"Memory Usage (GB, fp32)":1.04,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":102,"Model":"xlm-roberta-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":103,"Model":"text-similarity-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":104,"Model":"text-similarity-babbage-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":105,"Model":"text-similarity-curie-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":106,"Model":"text-similarity-davinci-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":107,"Model":"text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":22.36,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":57.21,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":71.17,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":44.49,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":37.92,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":69.86,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":69.14,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":43.85,"VideoRetrieval (cmn-Hans)":null} +{"Rank":108,"Model":"text-embedding-3-large-256<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":109,"Model":"text-embedding-3-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":110,"Model":"text-embedding-3-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null} +{"Rank":111,"Model":"Baichuan-text-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"CmedqaRetrieval":47.64,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":86.86,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":88.43,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":66.39,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":61.1,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":80.17,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":80.11,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":74.28,"VideoRetrieval (cmn-Hans)":null} +{"Rank":112,"Model":"elser-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"CmedqaRetrieval":null,"CmedqaRetrieval (cmn-Hans)":null,"CovidRetrieval":null,"CovidRetrieval (cmn-Hans)":null,"DuRetrieval":null,"DuRetrieval (cmn-Hans)":null,"EcomRetrieval":null,"EcomRetrieval (cmn-Hans)":null,"MedicalRetrieval":null,"MedicalRetrieval (cmn-Hans)":null,"MMarcoRetrieval":null,"MMarcoRetrieval (cmn-Hans)":null,"T2Retrieval":null,"T2Retrieval (cmn-Hans)":null,"VideoRetrieval":null,"VideoRetrieval (cmn-Hans)":null}