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Results on BEIR #341

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hfawaz opened this issue May 7, 2024 · 1 comment
Open

Results on BEIR #341

hfawaz opened this issue May 7, 2024 · 1 comment

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@hfawaz
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hfawaz commented May 7, 2024

Hello thanks for this!

Based on the ColbertV2 paper: https://arxiv.org/pdf/2112.01488

In table 5, you have very low results on NQ for example compared to some models in the leaderboard for retrieval: https://huggingface.co/spaces/mteb/leaderboard

Is there a reason behind this?

If single-vector retrievers from mteb leaderboard are better at most datasets, why use the multi-vector ?

Thanks

@prd-tuong-nguyen
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