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Model,#Params (M),Type,Dataset,Recall@1000,Recall@500,Recall@100,Recall@10,MRR@10,nDCG@10,MAP@10
"BM25 (k1=0.9, b=0.4)",0,SPARSE,mMARCO-fr,73.47,68.14,52.84,29.06,14.26,20.34,13.99
<a href="https://huggingface.co/intfloat/multilingual-e5-small" target="_blank" style="color: blue; text-decoration: none;">intfloat/multilingual-e5-small</a>,118,SINGLE,mMARCO-fr,,90.75,81.09,53.93,29.67,35.19,29.09
<a href="https://huggingface.co/intfloat/multilingual-e5-base" target="_blank" style="color: blue; text-decoration: none;">intfloat/multilingual-e5-base</a>,278,SINGLE,mMARCO-fr,,91.42,81.62,54.56,30.30,35.81,29.70
<a href="https://huggingface.co/intfloat/multilingual-e5-large" target="_blank" style="color: blue; text-decoration: none;">intfloat/multilingual-e5-large</a>,560,SINGLE,mMARCO-fr,,90.87,81.64,55.56,31.14,36.72,30.60
<a href="https://huggingface.co/BAAI/bge-m3" target="_blank" style="color: blue; text-decoration: none;">BAAI/bge-m3</a>,568,SINGLE,mMARCO-fr,92.16,89.10,78.05,50.88,27.01,32.46,26.52
<a href="https://huggingface.co/Alibaba-NLP/gte-multilingual-reranker-base" target="_blank" style="color: blue; text-decoration: none;">Alibaba-NLP/gte-multilingual-reranker-base</a>,306,CROSS,mMARCO-fr,,97.48,87.06,58.96,32.41,,
<a href="https://huggingface.co/BAAI/bge-reranker-v2-m3" target="_blank" style="color: blue; text-decoration: none;">BAAI/bge-reranker-v2-m3</a>,568,CROSS,mMARCO-fr,,97.83,88.95,63.34,36.28,,
<a href="https://huggingface.co/Alibaba-NLP/gte-multilingual-base" target="_blank" style="color: blue; text-decoration: none;">Alibaba-NLP/gte-multilingual-base</a>,305,SINGLE,mMARCO-fr,90.37,86.66,74.27,45.98,24.30,29.23,23.81