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{"index":40,"Rank":2,"Model":"jina-embeddings-v3<\/a>","Model Size (Million Parameters)":572,"Memory Usage (GB, fp32)":2.13,"Embedding Dimensions":1024,"Max Tokens":8194,"Average":66.0,"LEMBNarrativeQARetrieval":34.3,"LEMBNeedleRetrieval":64.0,"LEMBPasskeyRetrieval":100.0,"LEMBQMSumRetrieval":39.34,"LEMBSummScreenFDRetrieval":92.33,"LEMBWikimQARetrieval":66.02}
{"index":28,"Rank":3,"Model":"inf-retriever-v1<\/a>","Model Size (Million Parameters)":7069,"Memory Usage (GB, fp32)":26.33,"Embedding Dimensions":3584,"Max Tokens":131072,"Average":52.82,"LEMBNarrativeQARetrieval":60.7,"LEMBNeedleRetrieval":8.0,"LEMBPasskeyRetrieval":10.0,"LEMBQMSumRetrieval":55.07,"LEMBSummScreenFDRetrieval":97.39,"LEMBWikimQARetrieval":85.75}
{"index":0,"Rank":4,"Model":"voyage-3-lite<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":512,"Max Tokens":32000,"Average":"","LEMBNarrativeQARetrieval":51.67,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":53.01,"LEMBSummScreenFDRetrieval":96.71,"LEMBWikimQARetrieval":88.34}
{"index":1,"Rank":5,"Model":"voyage-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":32000,"Average":"","LEMBNarrativeQARetrieval":54.12,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":51.05,"LEMBSummScreenFDRetrieval":97.82,"LEMBWikimQARetrieval":88.9}
{"index":2,"Rank":6,"Model":"voyage-law-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":16000,"Average":"","LEMBNarrativeQARetrieval":55.78,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":57.26,"LEMBSummScreenFDRetrieval":98.72,"LEMBWikimQARetrieval":87.08}
{"index":3,"Rank":7,"Model":"voyage-multilingual-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":32000,"Average":"","LEMBNarrativeQARetrieval":64.69,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":51.49,"LEMBSummScreenFDRetrieval":99.11,"LEMBWikimQARetrieval":87.49}
{"index":4,"Rank":8,"Model":"gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Embedding Dimensions":4096,"Max Tokens":32768,"Average":"","LEMBNarrativeQARetrieval":35.21,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":27.03,"LEMBSummScreenFDRetrieval":70.43,"LEMBWikimQARetrieval":50.97}
{"index":5,"Rank":9,"Model":"gte-Qwen2-7B-instruct<\/a>","Model Size (Million Parameters)":7613,"Memory Usage (GB, fp32)":28.36,"Embedding Dimensions":3584,"Max Tokens":32768,"Average":"","LEMBNarrativeQARetrieval":45.46,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":31.27,"LEMBSummScreenFDRetrieval":76.08,"LEMBWikimQARetrieval":61.15}
{"index":6,"Rank":10,"Model":"bge-base-en-v1.5<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":25.63,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":22.43,"LEMBSummScreenFDRetrieval":60.34,"LEMBWikimQARetrieval":51.67}
{"index":7,"Rank":11,"Model":"bge-large-en-v1.5<\/a>","Model Size (Million Parameters)":1340,"Memory Usage (GB, fp32)":4.99,"Embedding Dimensions":1024,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":27.92,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":23.29,"LEMBSummScreenFDRetrieval":68.73,"LEMBWikimQARetrieval":56.42}
{"index":8,"Rank":12,"Model":"bge-m3<\/a>","Model Size (Million Parameters)":567,"Memory Usage (GB, fp32)":2.11,"Embedding Dimensions":1024,"Max Tokens":8192,"Average":"","LEMBNarrativeQARetrieval":45.76,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":35.54,"LEMBSummScreenFDRetrieval":94.09,"LEMBWikimQARetrieval":77.73}
{"index":9,"Rank":13,"Model":"bge-small-en-v1.5<\/a>","Model Size (Million Parameters)":24,"Memory Usage (GB, fp32)":0.09,"Embedding Dimensions":512,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":22.18,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":21.29,"LEMBSummScreenFDRetrieval":57.75,"LEMBWikimQARetrieval":43.52}
{"index":10,"Rank":14,"Model":"Cohere-embed-english-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":25.03,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":23.82,"LEMBSummScreenFDRetrieval":75.77,"LEMBWikimQARetrieval":59.03}
{"index":11,"Rank":15,"Model":"Cohere-embed-multilingual-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":384,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":21.36,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":22.08,"LEMBSummScreenFDRetrieval":66.32,"LEMBWikimQARetrieval":57.84}
{"index":12,"Rank":16,"Model":"Cohere-embed-multilingual-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":21.94,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":23.05,"LEMBSummScreenFDRetrieval":70.03,"LEMBWikimQARetrieval":56.59}
{"index":14,"Rank":17,"Model":"distilrubert-small-cased-conversational<\/a>","Model Size (Million Parameters)":106,"Memory Usage (GB, fp32)":0.39,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":1.9,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":6.27,"LEMBSummScreenFDRetrieval":5.86,"LEMBWikimQARetrieval":16.75}
{"index":15,"Rank":18,"Model":"rubert-base-cased<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":2.92,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":5.52,"LEMBSummScreenFDRetrieval":6.19,"LEMBWikimQARetrieval":15.54}
{"index":16,"Rank":19,"Model":"rubert-base-cased-sentence<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":2.64,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":6.92,"LEMBSummScreenFDRetrieval":13.38,"LEMBWikimQARetrieval":11.01}
{"index":17,"Rank":20,"Model":"GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Embedding Dimensions":"","Max Tokens":4096,"Average":"","LEMBNarrativeQARetrieval":41.45,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":30.36,"LEMBSummScreenFDRetrieval":78.48,"LEMBWikimQARetrieval":60.77}
{"index":18,"Rank":21,"Model":"SFR-Embedding-Mistral<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Embedding Dimensions":4096,"Max Tokens":32768,"Average":"","LEMBNarrativeQARetrieval":39.2,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":29.43,"LEMBSummScreenFDRetrieval":77.73,"LEMBWikimQARetrieval":59.28}
{"index":19,"Rank":22,"Model":"sbert_large_mt_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Embedding Dimensions":1024,"Max Tokens":514,"Average":"","LEMBNarrativeQARetrieval":2.67,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":6.84,"LEMBSummScreenFDRetrieval":6.53,"LEMBWikimQARetrieval":9.2}
{"index":20,"Rank":23,"Model":"sbert_large_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Embedding Dimensions":1024,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":2.65,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":7.24,"LEMBSummScreenFDRetrieval":7.8,"LEMBWikimQARetrieval":10.12}
{"index":21,"Rank":24,"Model":"LaBSE-en-ru<\/a>","Model Size (Million Parameters)":129,"Memory Usage (GB, fp32)":0.48,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":11.1,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":18.32,"LEMBSummScreenFDRetrieval":45.33,"LEMBWikimQARetrieval":25.1}
{"index":22,"Rank":25,"Model":"rubert-tiny<\/a>","Model Size (Million Parameters)":12,"Memory Usage (GB, fp32)":0.04,"Embedding Dimensions":512,"Max Tokens":514,"Average":"","LEMBNarrativeQARetrieval":2.46,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":8.72,"LEMBSummScreenFDRetrieval":5.39,"LEMBWikimQARetrieval":12.42}
{"index":23,"Rank":26,"Model":"rubert-tiny2<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Embedding Dimensions":2048,"Max Tokens":514,"Average":"","LEMBNarrativeQARetrieval":4.78,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":16.95,"LEMBSummScreenFDRetrieval":19.52,"LEMBWikimQARetrieval":14.17}
{"index":24,"Rank":27,"Model":"USER-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":11.11,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":13.38,"LEMBSummScreenFDRetrieval":36.32,"LEMBWikimQARetrieval":32.33}
{"index":25,"Rank":28,"Model":"USER-bge-m3<\/a>","Model Size (Million Parameters)":359,"Memory Usage (GB, fp32)":1.34,"Embedding Dimensions":1024,"Max Tokens":8192,"Average":"","LEMBNarrativeQARetrieval":45.78,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":37.22,"LEMBSummScreenFDRetrieval":93.67,"LEMBWikimQARetrieval":78.06}
{"index":26,"Rank":29,"Model":"deberta-v1-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":2.01,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":5.27,"LEMBSummScreenFDRetrieval":3.95,"LEMBWikimQARetrieval":7.79}
{"index":27,"Rank":30,"Model":"e5-base-4k<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":30.03,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":31.27,"LEMBSummScreenFDRetrieval":93.87,"LEMBWikimQARetrieval":68.88}
{"index":29,"Rank":31,"Model":"e5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":25.31,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":23.83,"LEMBSummScreenFDRetrieval":74.67,"LEMBWikimQARetrieval":55.85}
{"index":30,"Rank":32,"Model":"e5-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":25.32,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":23.86,"LEMBSummScreenFDRetrieval":74.66,"LEMBWikimQARetrieval":55.97}
{"index":31,"Rank":33,"Model":"e5-large<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Embedding Dimensions":1024,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":23.45,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":22.61,"LEMBSummScreenFDRetrieval":73.65,"LEMBWikimQARetrieval":47.74}
{"index":32,"Rank":34,"Model":"e5-large-v2<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Embedding Dimensions":1024,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":26.38,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":25.08,"LEMBSummScreenFDRetrieval":77.36,"LEMBWikimQARetrieval":58.43}
{"index":33,"Rank":35,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Embedding Dimensions":4096,"Max Tokens":32768,"Average":"","LEMBNarrativeQARetrieval":44.62,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":43.63,"LEMBSummScreenFDRetrieval":96.82,"LEMBWikimQARetrieval":82.11}
{"index":34,"Rank":36,"Model":"e5-small<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":18.34,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":20.99,"LEMBSummScreenFDRetrieval":66.38,"LEMBWikimQARetrieval":46.75}
{"index":35,"Rank":37,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Embedding Dimensions":768,"Max Tokens":514,"Average":"","LEMBNarrativeQARetrieval":23.6,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":25.16,"LEMBSummScreenFDRetrieval":68.21,"LEMBWikimQARetrieval":56.04}
{"index":36,"Rank":38,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Embedding Dimensions":1024,"Max Tokens":514,"Average":"","LEMBNarrativeQARetrieval":24.22,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":24.26,"LEMBSummScreenFDRetrieval":71.12,"LEMBWikimQARetrieval":56.8}
{"index":37,"Rank":39,"Model":"multilingual-e5-large-instruct<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Embedding Dimensions":1024,"Max Tokens":514,"Average":"","LEMBNarrativeQARetrieval":26.71,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":26.08,"LEMBSummScreenFDRetrieval":72.75,"LEMBWikimQARetrieval":57.79}
{"index":38,"Rank":40,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":22.6,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":21.51,"LEMBSummScreenFDRetrieval":62.75,"LEMBWikimQARetrieval":57.13}
{"index":39,"Rank":41,"Model":"jina-embeddings-v2-base-en<\/a>","Model Size (Million Parameters)":275,"Memory Usage (GB, fp32)":1.02,"Embedding Dimensions":768,"Max Tokens":8192,"Average":"","LEMBNarrativeQARetrieval":37.89,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":38.87,"LEMBSummScreenFDRetrieval":93.48,"LEMBWikimQARetrieval":73.99}
{"index":41,"Rank":42,"Model":"nomic-embed-text-v1<\/a>","Model Size (Million Parameters)":547,"Memory Usage (GB, fp32)":2.04,"Embedding Dimensions":768,"Max Tokens":8192,"Average":"","LEMBNarrativeQARetrieval":41.23,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":36.65,"LEMBSummScreenFDRetrieval":92.97,"LEMBWikimQARetrieval":73.75}
{"index":42,"Rank":43,"Model":"LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":11.45,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":14.07,"LEMBSummScreenFDRetrieval":40.52,"LEMBWikimQARetrieval":28.1}
{"index":43,"Rank":44,"Model":"all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":19.64,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":13.08,"LEMBSummScreenFDRetrieval":46.98,"LEMBWikimQARetrieval":44.88}
{"index":44,"Rank":45,"Model":"all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":18.27,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":16.32,"LEMBSummScreenFDRetrieval":54.8,"LEMBWikimQARetrieval":46.23}
{"index":45,"Rank":46,"Model":"all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":514,"Average":"","LEMBNarrativeQARetrieval":19.34,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":21.54,"LEMBSummScreenFDRetrieval":60.43,"LEMBWikimQARetrieval":44.92}
{"index":46,"Rank":47,"Model":"paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":13.82,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":11.02,"LEMBSummScreenFDRetrieval":38.12,"LEMBWikimQARetrieval":40.84}
{"index":47,"Rank":48,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Embedding Dimensions":768,"Max Tokens":514,"Average":"","LEMBNarrativeQARetrieval":16.02,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":12.23,"LEMBSummScreenFDRetrieval":41.15,"LEMBWikimQARetrieval":38.86}
{"index":48,"Rank":49,"Model":"LaBSE-ru-turbo<\/a>","Model Size (Million Parameters)":128,"Memory Usage (GB, fp32)":0.48,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","LEMBNarrativeQARetrieval":13.6,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":21.47,"LEMBSummScreenFDRetrieval":57.41,"LEMBWikimQARetrieval":39.41}
{"index":49,"Rank":50,"Model":"rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Embedding Dimensions":312,"Max Tokens":2048,"Average":"","LEMBNarrativeQARetrieval":7.26,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":19.0,"LEMBSummScreenFDRetrieval":59.64,"LEMBWikimQARetrieval":33.38}
{"index":50,"Rank":51,"Model":"text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":256,"Average":"","LEMBNarrativeQARetrieval":6.26,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":12.2,"LEMBSummScreenFDRetrieval":40.45,"LEMBWikimQARetrieval":23.88}
{"index":51,"Rank":52,"Model":"text-embedding-3-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":3072,"Max Tokens":8191,"Average":"","LEMBNarrativeQARetrieval":44.09,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":32.49,"LEMBSummScreenFDRetrieval":84.8,"LEMBWikimQARetrieval":54.16}
{"index":52,"Rank":53,"Model":"text-embedding-3-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1536,"Max Tokens":8191,"Average":"","LEMBNarrativeQARetrieval":47.23,"LEMBNeedleRetrieval":"","LEMBPasskeyRetrieval":"","LEMBQMSumRetrieval":38.15,"LEMBSummScreenFDRetrieval":92.12,"LEMBWikimQARetrieval":68.55}