{"Rank":1,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/LaBSE\">LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Average":67.9,"STS17 (ar-ar)":69.07,"STS17 (en-ar)":74.51,"STS17 (en-de)":73.85,"STS17 (en-tr)":72.07,"STS17 (es-en)":65.71,"STS17 (es-es)":80.83,"STS17 (fr-en)":76.98,"STS17 (it-en)":76.99,"STS17 (ko-ko)":71.32,"STS17 (nl-en)":75.22,"STS22 (ar)":57.67,"STS22 (de)":48.58,"STS22 (de-en)":50.14,"STS22 (de-fr)":53.28,"STS22 (de-pl)":58.69,"STS22 (es)":63.18,"STS22 (es-en)":71.86,"STS22 (es-it)":69.69,"STS22 (fr)":77.95,"STS22 (fr-pl)":61.98,"STS22 (it)":72.22,"STS22 (pl)":39.28,"STS22 (pl-en)":69.41,"STS22 (ru)":57.49,"STS22 (tr)":58.15,"STS22 (zh-en)":64.02,"STSBenchmark":72.25,"STSBenchmarkMultilingualSTS (cmn-Hans)":69.5,"STSBenchmarkMultilingualSTS (deu-Latn)":72.43,"STSBenchmarkMultilingualSTS (en)":72.25,"STSBenchmarkMultilingualSTS (fr)":75.1,"STSBenchmarkMultilingualSTS (fra-Latn)":75.1,"STSBenchmarkMultilingualSTS (ita-Latn)":72.97,"STSBenchmarkMultilingualSTS (nld-Latn)":70.22,"STSBenchmarkMultilingualSTS (pol-Latn)":72.58,"STSBenchmarkMultilingualSTS (por-Latn)":71.65,"STSBenchmarkMultilingualSTS (rus-Cyrl)":73.06,"STSBenchmarkMultilingualSTS (spa-Latn)":72.92}
{"Rank":2,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-MiniLM-L6-v2\">all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":44.27,"STS17 (ar-ar)":50.89,"STS17 (en-ar)":-4.28,"STS17 (en-de)":35.82,"STS17 (en-tr)":4.5,"STS17 (es-en)":16.31,"STS17 (es-es)":76.12,"STS17 (fr-en)":37.09,"STS17 (it-en)":24.45,"STS17 (ko-ko)":43.39,"STS17 (nl-en)":29.0,"STS22 (ar)":22.64,"STS22 (de)":31.04,"STS22 (de-en)":44.04,"STS22 (de-fr)":30.07,"STS22 (de-pl)":4.93,"STS22 (es)":54.78,"STS22 (es-en)":53.42,"STS22 (es-it)":44.27,"STS22 (fr)":77.0,"STS22 (fr-pl)":50.71,"STS22 (it)":60.4,"STS22 (pl)":26.77,"STS22 (pl-en)":32.8,"STS22 (ru)":14.72,"STS22 (tr)":33.69,"STS22 (zh-en)":41.64,"STSBenchmark":82.03,"STSBenchmarkMultilingualSTS (cmn-Hans)":39.74,"STSBenchmarkMultilingualSTS (deu-Latn)":62.4,"STSBenchmarkMultilingualSTS (en)":82.03,"STSBenchmarkMultilingualSTS (fr)":64.93,"STSBenchmarkMultilingualSTS (fra-Latn)":64.93,"STSBenchmarkMultilingualSTS (ita-Latn)":59.24,"STSBenchmarkMultilingualSTS (nld-Latn)":55.46,"STSBenchmarkMultilingualSTS (pol-Latn)":56.42,"STSBenchmarkMultilingualSTS (por-Latn)":61.56,"STSBenchmarkMultilingualSTS (rus-Cyrl)":55.55,"STSBenchmarkMultilingualSTS (spa-Latn)":61.62}
{"Rank":3,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/cloud.google.com\/vertex-ai\/generative-ai\/docs\/embeddings\/get-text-embeddings#latest_models\">google-gecko-256.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":89.33,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":4,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/cloud.google.com\/vertex-ai\/generative-ai\/docs\/embeddings\/get-text-embeddings#latest_models\">google-gecko.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":88.99,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":5,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/embeddings.html\">titan-embed-text-v1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":74.85,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":6,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.mistral.ai\/guides\/embeddings\">mistral-embed<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":82.74,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":79.72,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":7,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.voyageai.com\/embeddings\/\">voyage-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":70.51,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":76.43,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":8,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.voyageai.com\/embeddings\/\">voyage-code-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":79.99,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":79.02,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":9,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.voyageai.com\/embeddings\/\">voyage-large-2-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":89.22,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":10,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.voyageai.com\/embeddings\/\">voyage-law-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":83.75,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":83.02,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":11,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.voyageai.com\/embeddings\/\">voyage-lite-01-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":89.86,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":12,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.voyageai.com\/embeddings\/\">voyage-lite-02-instruct<\/a>","Model Size (Million Parameters)":1220,"Memory Usage (GB, fp32)":4.54,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":88.56,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":13,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/docs.voyageai.com\/embeddings\/\">voyage-multilingual-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":82.76,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":82.72,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":14,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/github.com\/facebookresearch\/LASER\">LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Average":"","STS17 (ar-ar)":67.47,"STS17 (en-ar)":65.05,"STS17 (en-de)":66.66,"STS17 (en-tr)":70.05,"STS17 (es-en)":55.3,"STS17 (es-es)":79.67,"STS17 (fr-en)":70.82,"STS17 (it-en)":70.98,"STS17 (ko-ko)":70.52,"STS17 (nl-en)":68.12,"STS22 (ar)":42.57,"STS22 (de)":25.69,"STS22 (de-en)":32.35,"STS22 (de-fr)":37.41,"STS22 (de-pl)":15.67,"STS22 (es)":54.92,"STS22 (es-en)":54.34,"STS22 (es-it)":42.21,"STS22 (fr)":58.61,"STS22 (fr-pl)":39.44,"STS22 (it)":60.31,"STS22 (pl)":18.34,"STS22 (pl-en)":53.63,"STS22 (ru)":39.24,"STS22 (tr)":36.97,"STS22 (zh-en)":46.19,"STSBenchmark":69.77,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":69.82,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":15,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Alibaba-NLP\/gte-Qwen1.5-7B-instruct\">gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":87.35,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":16,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/BAAI\/bge-m3\">bge-m3<\/a>","Model Size (Million Parameters)":2270,"Memory Usage (GB, fp32)":8.46,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":79.27,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":17,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Cohere\/Cohere-embed-multilingual-light-v3.0\">Cohere-embed-multilingual-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":82.8,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":76.48,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":18,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Cohere\/Cohere-embed-multilingual-v3.0\">Cohere-embed-multilingual-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":82.76,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":81.84,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":19,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/DeepPavlov\/distilrubert-small-cased-conversational\">distilrubert-small-cased-conversational<\/a>","Model Size (Million Parameters)":106,"Memory Usage (GB, fp32)":0.39,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":61.6,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":20,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/DeepPavlov\/rubert-base-cased\">rubert-base-cased<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":53.76,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":21,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/DeepPavlov\/rubert-base-cased-sentence\">rubert-base-cased-sentence<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":66.71,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":22,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Geotrend\/bert-base-10lang-cased\">bert-base-10lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":40.31,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":52.25,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":23,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Geotrend\/bert-base-15lang-cased\">bert-base-15lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":40.4,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":52.25,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":24,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Geotrend\/bert-base-25lang-cased\">bert-base-25lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":38.77,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":52.25,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":25,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/GritLM\/GritLM-7B\">GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":83.1,"STSBenchmarkMultilingualSTS (cmn-Hans)":75.27,"STSBenchmarkMultilingualSTS (deu-Latn)":77.57,"STSBenchmarkMultilingualSTS (en)":83.12,"STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":77.48,"STSBenchmarkMultilingualSTS (ita-Latn)":76.24,"STSBenchmarkMultilingualSTS (nld-Latn)":74.83,"STSBenchmarkMultilingualSTS (pol-Latn)":74.67,"STSBenchmarkMultilingualSTS (por-Latn)":76.61,"STSBenchmarkMultilingualSTS (rus-Cyrl)":76.19,"STSBenchmarkMultilingualSTS (spa-Latn)":79.51}
{"Rank":26,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/McGill-NLP\/LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised\">LLM2Vec-Llama-2-supervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":88.72,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":27,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/McGill-NLP\/LLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcse\">LLM2Vec-Llama-2-unsupervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":78.32,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":28,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/McGill-NLP\/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised\">LLM2Vec-Meta-Llama-3-supervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":88.05,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":29,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/McGill-NLP\/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse\">LLM2Vec-Meta-Llama-3-unsupervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":77.44,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":30,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/McGill-NLP\/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised\">LLM2Vec-Mistral-supervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":88.65,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":31,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/McGill-NLP\/LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse\">LLM2Vec-Mistral-unsupervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":80.42,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":32,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/McGill-NLP\/LLM2Vec-Sheared-LLaMA-mntp-supervised\">LLM2Vec-Sheared-Llama-supervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":87.16,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":33,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/McGill-NLP\/LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse\">LLM2Vec-Sheared-Llama-unsupervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":73.36,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":34,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Wissam42\/sentence-croissant-llm-base\">sentence-croissant-llm-base<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":78.77,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":79.23,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":35,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/ai-forever\/sbert_large_mt_nlu_ru\">sbert_large_mt_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":36,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/ai-forever\/sbert_large_nlu_ru\">sbert_large_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":37,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/bert-base-uncased\">bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":47.29,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":38,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/cointegrated\/LaBSE-en-ru\">LaBSE-en-ru<\/a>","Model Size (Million Parameters)":129,"Memory Usage (GB, fp32)":0.48,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":73.02,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":39,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/cointegrated\/rubert-tiny\">rubert-tiny<\/a>","Model Size (Million Parameters)":12,"Memory Usage (GB, fp32)":0.04,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":40,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/cointegrated\/rubert-tiny2\">rubert-tiny2<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":41,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/dangvantuan\/sentence-camembert-base\">sentence-camembert-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":77.54,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":81.64,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":42,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/dangvantuan\/sentence-camembert-large\">sentence-camembert-large<\/a>","Model Size (Million Parameters)":337,"Memory Usage (GB, fp32)":1.26,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":81.73,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":85.79,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":43,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/deepvk\/USER-base\">USER-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":81.81,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":44,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/deepvk\/USER-bge-m3\">USER-bge-m3<\/a>","Model Size (Million Parameters)":359,"Memory Usage (GB, fp32)":1.34,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":82.96,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":45,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/deepvk\/deberta-v1-base\">deberta-v1-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":58.45,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":46,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/flaubert\/flaubert_base_cased\">flaubert_base_cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":65.37,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":37.14,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":47,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/flaubert\/flaubert_base_uncased\">flaubert_base_uncased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":55.15,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":33.41,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":48,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/flaubert\/flaubert_large_cased\">flaubert_large_cased<\/a>","Model Size (Million Parameters)":372,"Memory Usage (GB, fp32)":1.39,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":48.52,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":15.66,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":49,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/google-bert\/bert-base-multilingual-cased\">bert-base-multilingual-cased<\/a>","Model Size (Million Parameters)":179,"Memory Usage (GB, fp32)":0.67,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":39.05,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":52.25,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":50,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/google-bert\/bert-base-multilingual-uncased\">bert-base-multilingual-uncased<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":56.47,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":54.97,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":51,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/e5-mistral-7b-instruct\">e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":69.82,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":61.87,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":84.25,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":52,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-base\">multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":34.07,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":85.64,"STSBenchmarkMultilingualSTS (cmn-Hans)":79.87,"STSBenchmarkMultilingualSTS (deu-Latn)":79.68,"STSBenchmarkMultilingualSTS (en)":85.64,"STSBenchmarkMultilingualSTS (fr)":80.62,"STSBenchmarkMultilingualSTS (fra-Latn)":80.85,"STSBenchmarkMultilingualSTS (ita-Latn)":78.09,"STSBenchmarkMultilingualSTS (nld-Latn)":75.96,"STSBenchmarkMultilingualSTS (pol-Latn)":74.93,"STSBenchmarkMultilingualSTS (por-Latn)":67.16,"STSBenchmarkMultilingualSTS (rus-Cyrl)":79.33,"STSBenchmarkMultilingualSTS (spa-Latn)":81.75}
{"Rank":53,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-large\">multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":34.66,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":87.29,"STSBenchmarkMultilingualSTS (cmn-Hans)":81.22,"STSBenchmarkMultilingualSTS (deu-Latn)":84.27,"STSBenchmarkMultilingualSTS (en)":87.29,"STSBenchmarkMultilingualSTS (fr)":82.53,"STSBenchmarkMultilingualSTS (fra-Latn)":83.28,"STSBenchmarkMultilingualSTS (ita-Latn)":81.75,"STSBenchmarkMultilingualSTS (nld-Latn)":81.63,"STSBenchmarkMultilingualSTS (pol-Latn)":81.06,"STSBenchmarkMultilingualSTS (por-Latn)":73.31,"STSBenchmarkMultilingualSTS (rus-Cyrl)":83.05,"STSBenchmarkMultilingualSTS (spa-Latn)":83.81}
{"Rank":54,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-small\">multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":35.8,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.11,"STSBenchmarkMultilingualSTS (cmn-Hans)":78.49,"STSBenchmarkMultilingualSTS (deu-Latn)":79.17,"STSBenchmarkMultilingualSTS (en)":84.11,"STSBenchmarkMultilingualSTS (fr)":79.32,"STSBenchmarkMultilingualSTS (fra-Latn)":79.2,"STSBenchmarkMultilingualSTS (ita-Latn)":78.21,"STSBenchmarkMultilingualSTS (nld-Latn)":76.04,"STSBenchmarkMultilingualSTS (pol-Latn)":72.61,"STSBenchmarkMultilingualSTS (por-Latn)":77.39,"STSBenchmarkMultilingualSTS (rus-Cyrl)":78.24,"STSBenchmarkMultilingualSTS (spa-Latn)":80.31}
{"Rank":55,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/ipipan\/herbert-base-retrieval-v2\">herbert-base-retrieval-v2<\/a>","Model Size (Million Parameters)":125,"Memory Usage (GB, fp32)":0.47,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":39.73,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":56,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/ipipan\/silver-retriever-base-v1\">silver-retriever-base-v1<\/a>","Model Size (Million Parameters)":125,"Memory Usage (GB, fp32)":0.47,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":38.69,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":57,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-1b1\">udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":77.1,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":49.97,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":58,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-560m\">udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":61.35,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":36.78,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":59,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/nomic-ai\/nomic-embed-text-v1.5\">nomic-embed-text-v1.5-128<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.28,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":60,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/nomic-ai\/nomic-embed-text-v1.5\">nomic-embed-text-v1.5-256<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.8,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":61,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/nomic-ai\/nomic-embed-text-v1.5\">nomic-embed-text-v1.5-512<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":85.14,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":62,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/nomic-ai\/nomic-embed-text-v1.5\">nomic-embed-text-v1.5-64<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":83.46,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":63,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/nthakur\/contriever-base-msmarco\">contriever-base-msmarco<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":78.81,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":64,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/princeton-nlp\/sup-simcse-bert-base-uncased\">sup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.25,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":65,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/princeton-nlp\/unsup-simcse-bert-base-uncased\">unsup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":76.52,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":66,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sdadas\/st-polish-paraphrase-from-distilroberta\">st-polish-paraphrase-from-distilroberta<\/a>","Model Size (Million Parameters)":125,"Memory Usage (GB, fp32)":0.47,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":40.36,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":67,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sdadas\/st-polish-paraphrase-from-mpnet\">st-polish-paraphrase-from-mpnet<\/a>","Model Size (Million Parameters)":125,"Memory Usage (GB, fp32)":0.47,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":37.34,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":68,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-MiniLM-L12-v2\">all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":"","STS17 (ar-ar)":58.71,"STS17 (en-ar)":0.54,"STS17 (en-de)":27.54,"STS17 (en-tr)":0.43,"STS17 (es-en)":22.01,"STS17 (es-es)":78.37,"STS17 (fr-en)":30.7,"STS17 (it-en)":24.28,"STS17 (ko-ko)":43.37,"STS17 (nl-en)":24.51,"STS22 (ar)":17.54,"STS22 (de)":22.53,"STS22 (de-en)":42.86,"STS22 (de-fr)":43.52,"STS22 (de-pl)":1.63,"STS22 (es)":43.98,"STS22 (es-en)":53.99,"STS22 (es-it)":40.71,"STS22 (fr)":69.51,"STS22 (fr-pl)":16.9,"STS22 (it)":47.48,"STS22 (pl)":19.22,"STS22 (pl-en)":42.67,"STS22 (ru)":11.19,"STS22 (tr)":21.6,"STS22 (zh-en)":44.39,"STSBenchmark":83.09,"STSBenchmarkMultilingualSTS (cmn-Hans)":38.93,"STSBenchmarkMultilingualSTS (deu-Latn)":63.28,"STSBenchmarkMultilingualSTS (en)":83.09,"STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":66.68,"STSBenchmarkMultilingualSTS (ita-Latn)":60.71,"STSBenchmarkMultilingualSTS (nld-Latn)":60.03,"STSBenchmarkMultilingualSTS (pol-Latn)":60.2,"STSBenchmarkMultilingualSTS (por-Latn)":63.85,"STSBenchmarkMultilingualSTS (rus-Cyrl)":56.09,"STSBenchmarkMultilingualSTS (spa-Latn)":65.33}
{"Rank":69,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-mpnet-base-v2\">all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":83.42,"STSBenchmarkMultilingualSTS (cmn-Hans)":39.43,"STSBenchmarkMultilingualSTS (deu-Latn)":61.43,"STSBenchmarkMultilingualSTS (en)":83.42,"STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":65.15,"STSBenchmarkMultilingualSTS (ita-Latn)":62.72,"STSBenchmarkMultilingualSTS (nld-Latn)":57.01,"STSBenchmarkMultilingualSTS (pol-Latn)":52.36,"STSBenchmarkMultilingualSTS (por-Latn)":62.12,"STSBenchmarkMultilingualSTS (rus-Cyrl)":55.54,"STSBenchmarkMultilingualSTS (spa-Latn)":65.78}
{"Rank":70,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/allenai-specter\">allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":27.14,"STS17 (en-ar)":6.9,"STS17 (en-de)":11.59,"STS17 (en-tr)":6.46,"STS17 (es-en)":10.86,"STS17 (es-es)":55.45,"STS17 (fr-en)":16.02,"STS17 (it-en)":19.87,"STS17 (ko-ko)":8.08,"STS17 (nl-en)":24.92,"STS22 (ar)":19.57,"STS22 (de)":17.31,"STS22 (de-en)":26.03,"STS22 (de-fr)":10.26,"STS22 (de-pl)":16.94,"STS22 (es)":48.89,"STS22 (es-en)":51.79,"STS22 (es-it)":25.24,"STS22 (fr)":53.92,"STS22 (fr-pl)":39.44,"STS22 (it)":39.43,"STS22 (pl)":13.56,"STS22 (pl-en)":25.36,"STS22 (ru)":1.11,"STS22 (tr)":31.73,"STS22 (zh-en)":8.44,"STSBenchmark":61.26,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":71,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/average_word_embeddings_glove.6B.300d\">glove.6B.300d<\/a>","Model Size (Million Parameters)":120,"Memory Usage (GB, fp32)":0.45,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":61.54,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":72,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/average_word_embeddings_komninos\">komninos<\/a>","Model Size (Million Parameters)":134,"Memory Usage (GB, fp32)":0.5,"Average":"","STS17 (ar-ar)":13.78,"STS17 (en-ar)":9.08,"STS17 (en-de)":-3.11,"STS17 (en-tr)":-0.45,"STS17 (es-en)":-8.18,"STS17 (es-es)":48.23,"STS17 (fr-en)":5.81,"STS17 (it-en)":3.64,"STS17 (ko-ko)":2.54,"STS17 (nl-en)":0.44,"STS22 (ar)":32.42,"STS22 (de)":33.04,"STS22 (de-en)":28.65,"STS22 (de-fr)":14.77,"STS22 (de-pl)":11.21,"STS22 (es)":48.53,"STS22 (es-en)":26.97,"STS22 (es-it)":41.1,"STS22 (fr)":49.43,"STS22 (fr-pl)":39.44,"STS22 (it)":57.77,"STS22 (pl)":12.47,"STS22 (pl-en)":45.55,"STS22 (ru)":19.44,"STS22 (tr)":47.38,"STS22 (zh-en)":14.05,"STSBenchmark":61.55,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":73,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/distiluse-base-multilingual-cased-v2\">distiluse-base-multilingual-cased-v2<\/a>","Model Size (Million Parameters)":135,"Memory Usage (GB, fp32)":0.5,"Average":"","STS17 (ar-ar)":77.34,"STS17 (en-ar)":77.46,"STS17 (en-de)":80.24,"STS17 (en-tr)":74.34,"STS17 (es-en)":77.4,"STS17 (es-es)":83.71,"STS17 (fr-en)":79.28,"STS17 (it-en)":80.82,"STS17 (ko-ko)":76.4,"STS17 (nl-en)":80.51,"STS22 (ar)":49.04,"STS22 (de)":35.73,"STS22 (de-en)":47.51,"STS22 (de-fr)":60.76,"STS22 (de-pl)":36.09,"STS22 (es)":59.34,"STS22 (es-en)":68.96,"STS22 (es-it)":63.28,"STS22 (fr)":76.41,"STS22 (fr-pl)":61.98,"STS22 (it)":65.1,"STS22 (pl)":34.58,"STS22 (pl-en)":71.33,"STS22 (ru)":52.4,"STS22 (tr)":54.07,"STS22 (zh-en)":61.75,"STSBenchmark":80.75,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":77.49,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":74,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/gtr-t5-base\">gtr-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":79.58,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":75,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/gtr-t5-large\">gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":"","STS17 (ar-ar)":10.19,"STS17 (en-ar)":-5.77,"STS17 (en-de)":67.43,"STS17 (en-tr)":8.75,"STS17 (es-en)":54.96,"STS17 (es-es)":82.74,"STS17 (fr-en)":60.5,"STS17 (it-en)":46.26,"STS17 (ko-ko)":8.96,"STS17 (nl-en)":47.48,"STS22 (ar)":34.97,"STS22 (de)":51.7,"STS22 (de-en)":48.76,"STS22 (de-fr)":57.5,"STS22 (de-pl)":32.76,"STS22 (es)":57.49,"STS22 (es-en)":67.76,"STS22 (es-it)":57.18,"STS22 (fr)":78.7,"STS22 (fr-pl)":61.98,"STS22 (it)":67.67,"STS22 (pl)":30.68,"STS22 (pl-en)":54.17,"STS22 (ru)":15.36,"STS22 (tr)":58.12,"STS22 (zh-en)":29.42,"STSBenchmark":77.6,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":76,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/gtr-t5-xl\">gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":"","STS17 (ar-ar)":9.06,"STS17 (en-ar)":-3.22,"STS17 (en-de)":70.38,"STS17 (en-tr)":17.17,"STS17 (es-en)":60.24,"STS17 (es-es)":81.93,"STS17 (fr-en)":62.17,"STS17 (it-en)":59.11,"STS17 (ko-ko)":8.9,"STS17 (nl-en)":56.91,"STS22 (ar)":37.66,"STS22 (de)":50.58,"STS22 (de-en)":53.63,"STS22 (de-fr)":55.72,"STS22 (de-pl)":27.99,"STS22 (es)":59.14,"STS22 (es-en)":69.99,"STS22 (es-it)":60.94,"STS22 (fr)":79.43,"STS22 (fr-pl)":61.98,"STS22 (it)":67.14,"STS22 (pl)":33.74,"STS22 (pl-en)":60.18,"STS22 (ru)":32.69,"STS22 (tr)":55.79,"STS22 (zh-en)":28.85,"STSBenchmark":77.65,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":77,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/gtr-t5-xxl\">gtr-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":77.73,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":78,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/msmarco-bert-co-condensor\">msmarco-bert-co-condensor<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":76.97,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":79,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/multi-qa-MiniLM-L6-cos-v1\">multi-qa-MiniLM-L6-cos-v1<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":74.62,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":63.85,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":80,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/paraphrase-multilingual-MiniLM-L12-v2\">paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":"","STS17 (ar-ar)":79.16,"STS17 (en-ar)":81.22,"STS17 (en-de)":84.22,"STS17 (en-tr)":76.74,"STS17 (es-en)":84.44,"STS17 (es-es)":85.56,"STS17 (fr-en)":76.59,"STS17 (it-en)":82.35,"STS17 (ko-ko)":77.03,"STS17 (nl-en)":81.71,"STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":70.55,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":33.73,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.42,"STSBenchmarkMultilingualSTS (cmn-Hans)":80.47,"STSBenchmarkMultilingualSTS (deu-Latn)":78.87,"STSBenchmarkMultilingualSTS (en)":84.42,"STSBenchmarkMultilingualSTS (fr)":79.9,"STSBenchmarkMultilingualSTS (fra-Latn)":79.9,"STSBenchmarkMultilingualSTS (ita-Latn)":80.39,"STSBenchmarkMultilingualSTS (nld-Latn)":79.54,"STSBenchmarkMultilingualSTS (pol-Latn)":78.29,"STSBenchmarkMultilingualSTS (por-Latn)":80.16,"STSBenchmarkMultilingualSTS (rus-Cyrl)":79.32,"STSBenchmarkMultilingualSTS (spa-Latn)":81.1}
{"Rank":81,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/paraphrase-multilingual-mpnet-base-v2\">paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":"","STS17 (ar-ar)":79.1,"STS17 (en-ar)":80.85,"STS17 (en-de)":83.28,"STS17 (en-tr)":74.9,"STS17 (es-en)":86.11,"STS17 (es-es)":85.14,"STS17 (fr-en)":81.17,"STS17 (it-en)":84.24,"STS17 (ko-ko)":83.41,"STS17 (nl-en)":82.51,"STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":74.3,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":33.64,"STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":86.82,"STSBenchmarkMultilingualSTS (cmn-Hans)":81.98,"STSBenchmarkMultilingualSTS (deu-Latn)":83.56,"STSBenchmarkMultilingualSTS (en)":86.82,"STSBenchmarkMultilingualSTS (fr)":84.69,"STSBenchmarkMultilingualSTS (fra-Latn)":84.69,"STSBenchmarkMultilingualSTS (ita-Latn)":84.09,"STSBenchmarkMultilingualSTS (nld-Latn)":83.36,"STSBenchmarkMultilingualSTS (pol-Latn)":81.46,"STSBenchmarkMultilingualSTS (por-Latn)":84.0,"STSBenchmarkMultilingualSTS (rus-Cyrl)":82.45,"STSBenchmarkMultilingualSTS (spa-Latn)":84.61}
{"Rank":82,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/sentence-t5-base\">sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":13.36,"STS17 (en-ar)":-5.65,"STS17 (en-de)":67.11,"STS17 (en-tr)":-0.02,"STS17 (es-en)":47.72,"STS17 (es-es)":79.94,"STS17 (fr-en)":56.61,"STS17 (it-en)":30.46,"STS17 (ko-ko)":10.06,"STS17 (nl-en)":36.46,"STS22 (ar)":31.2,"STS22 (de)":42.08,"STS22 (de-en)":46.9,"STS22 (de-fr)":55.04,"STS22 (de-pl)":33.94,"STS22 (es)":53.81,"STS22 (es-en)":65.19,"STS22 (es-it)":55.29,"STS22 (fr)":77.69,"STS22 (fr-pl)":28.17,"STS22 (it)":60.65,"STS22 (pl)":24.42,"STS22 (pl-en)":42.97,"STS22 (ru)":12.13,"STS22 (tr)":40.45,"STS22 (zh-en)":20.15,"STSBenchmark":85.52,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":74.04,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":83,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/sentence-t5-large\">sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":"","STS17 (ar-ar)":10.75,"STS17 (en-ar)":-4.71,"STS17 (en-de)":73.62,"STS17 (en-tr)":-0.42,"STS17 (es-en)":62.62,"STS17 (es-es)":82.74,"STS17 (fr-en)":67.86,"STS17 (it-en)":51.86,"STS17 (ko-ko)":9.44,"STS17 (nl-en)":45.95,"STS22 (ar)":27.01,"STS22 (de)":43.73,"STS22 (de-en)":49.93,"STS22 (de-fr)":61.58,"STS22 (de-pl)":38.83,"STS22 (es)":57.68,"STS22 (es-en)":68.09,"STS22 (es-it)":61.58,"STS22 (fr)":75.01,"STS22 (fr-pl)":5.63,"STS22 (it)":62.01,"STS22 (pl)":25.0,"STS22 (pl-en)":51.72,"STS22 (ru)":14.21,"STS22 (tr)":47.3,"STS22 (zh-en)":23.1,"STSBenchmark":85.36,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":77.59,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":84,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/sentence-t5-xl\">sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":"","STS17 (ar-ar)":11.13,"STS17 (en-ar)":-3.93,"STS17 (en-de)":79.04,"STS17 (en-tr)":13.61,"STS17 (es-en)":71.72,"STS17 (es-es)":83.42,"STS17 (fr-en)":71.38,"STS17 (it-en)":69.5,"STS17 (ko-ko)":9.61,"STS17 (nl-en)":66.12,"STS22 (ar)":29.6,"STS22 (de)":47.72,"STS22 (de-en)":49.64,"STS22 (de-fr)":62.21,"STS22 (de-pl)":34.34,"STS22 (es)":58.16,"STS22 (es-en)":69.15,"STS22 (es-it)":65.26,"STS22 (fr)":77.49,"STS22 (fr-pl)":50.71,"STS22 (it)":66.91,"STS22 (pl)":27.04,"STS22 (pl-en)":58.85,"STS22 (ru)":26.63,"STS22 (tr)":43.36,"STS22 (zh-en)":29.0,"STSBenchmark":83.93,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":79.42,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":85,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/sentence-t5-xxl\">sentence-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":76.8,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.01,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":81.24,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":86,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sergeyzh\/LaBSE-ru-turbo\">LaBSE-ru-turbo<\/a>","Model Size (Million Parameters)":128,"Memory Usage (GB, fp32)":0.48,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":81.81,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":87,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sergeyzh\/rubert-tiny-turbo\">rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":78.12,"STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":88,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/spaces\/mteb\/leaderboard\">text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":74.1,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":83.48,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":89,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/vprelovac\/universal-sentence-encoder-multilingual-3\">universal-sentence-encoder-multilingual-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":77.91,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":75.48,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":90,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/vprelovac\/universal-sentence-encoder-multilingual-large-3\">universal-sentence-encoder-multilingual-large-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":71.11,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":78.16,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":91,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/xlm-roberta-base\">xlm-roberta-base<\/a>","Model Size (Million Parameters)":279,"Memory Usage (GB, fp32)":1.04,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":56.72,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":46.23,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":92,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/xlm-roberta-large\">xlm-roberta-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":55.49,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":"","STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":42.32,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":93,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/introducing-text-and-code-embeddings\">text-similarity-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":83.78,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":94,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/introducing-text-and-code-embeddings\">text-similarity-babbage-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.32,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":95,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/introducing-text-and-code-embeddings\">text-similarity-curie-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":83.02,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":96,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/introducing-text-and-code-embeddings\">text-similarity-davinci-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.08,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":97,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/new-and-improved-embedding-model\">text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":81.09,"STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":64.5,"STS22 (zh-en)":"","STSBenchmark":83.17,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":77.55,"STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":98,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/new-embedding-models-and-api-updates\">text-embedding-3-large-256<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":82.34,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":99,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/new-embedding-models-and-api-updates\">text-embedding-3-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":83.56,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":100,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/openai.com\/blog\/new-embedding-models-and-api-updates\">text-embedding-3-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":84.24,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}
{"Rank":101,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/www.elastic.co\/guide\/en\/machine-learning\/current\/ml-nlp-elser.html\">elser-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":"","STS17 (ar-ar)":"","STS17 (en-ar)":"","STS17 (en-de)":"","STS17 (en-tr)":"","STS17 (es-en)":"","STS17 (es-es)":"","STS17 (fr-en)":"","STS17 (it-en)":"","STS17 (ko-ko)":"","STS17 (nl-en)":"","STS22 (ar)":"","STS22 (de)":"","STS22 (de-en)":"","STS22 (de-fr)":"","STS22 (de-pl)":"","STS22 (es)":"","STS22 (es-en)":"","STS22 (es-it)":"","STS22 (fr)":"","STS22 (fr-pl)":"","STS22 (it)":"","STS22 (pl)":"","STS22 (pl-en)":"","STS22 (ru)":"","STS22 (tr)":"","STS22 (zh-en)":"","STSBenchmark":79.54,"STSBenchmarkMultilingualSTS (cmn-Hans)":"","STSBenchmarkMultilingualSTS (deu-Latn)":"","STSBenchmarkMultilingualSTS (en)":"","STSBenchmarkMultilingualSTS (fr)":"","STSBenchmarkMultilingualSTS (fra-Latn)":"","STSBenchmarkMultilingualSTS (ita-Latn)":"","STSBenchmarkMultilingualSTS (nld-Latn)":"","STSBenchmarkMultilingualSTS (pol-Latn)":"","STSBenchmarkMultilingualSTS (por-Latn)":"","STSBenchmarkMultilingualSTS (rus-Cyrl)":"","STSBenchmarkMultilingualSTS (spa-Latn)":""}