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ResearchFormerly WizWand

Multilingual Information Retrieval on MTEB-ZH (test)

0.72nDCG@10mGTE-Dense
0.550480.594490.63850.68251Feb 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
mGTE-DenseNon-Emb. Param.=113M, Repre. Dim.=768, Contra. Pretrain.=true, Data Aug.=false, Multi. Lang.=true2025.020.72
M3-BGE-DenseNon-Emb. Param.=303M, Repre. Dim.=1024, Contra. Pretrain.=true, Data Aug.=false, Multi. Lang.=true2025.020.656
mE5-InstNon-Emb. Param.=303M, Repre. Dim.=1024, Contra. Pretrain.=true, Data Aug.=true, Multi. Lang.=true2025.020.642
mE5-largeNon-Emb. Param.=303M, Repre. Dim.=1024, Contra. Pretrain.=true, Data Aug.=false, Multi. Lang.=true2025.020.637
DRAMA1BNon-Emb. Param.=1B, Repre. Dim.=2048, Contra. Pretrain.=false, Data Aug.=true, Multi. Lang.=true2025.020.637
ArcticEmb-v2-LNon-Emb. Param.=303M, Repre. Dim.=1024, Contra. Pretrain.=true, Data Aug.=false, Multi. Lang.=true2025.020.636
DRAMA0.3BNon-Emb. Param.=265M, Repre. Dim.=1024, Contra. Pretrain.=false, Data Aug.=true, Multi. Lang.=true2025.020.63
DRAMA1B (768d)Non-Emb. Param.=1B, Repre. Dim.=768, Contra. Pretrain.=false, Data Aug.=true, Multi. Lang.=true2025.020.628
DRAMA0.1BNon-Emb. Param.=113M, Repre. Dim.=768, Contra. Pretrain.=false, Data Aug.=true, Multi. Lang.=true2025.020.617
mE5-baseNon-Emb. Param.=86M, Repre. Dim.=768, Contra. Pretrain.=true, Data Aug.=false, Multi. Lang.=true2025.020.616
ArcticEmb-v2-MNon-Emb. Param.=113M, Repre. Dim.=768, Contra. Pretrain.=true, Data Aug.=false, Multi. Lang.=true2025.020.557