HyperAI초신경

Passage Retrieval On Entityquestions

평가 지표

Recall@20

평가 결과

이 벤치마크에서 각 모델의 성능 결과

		Paper Title
TOME-2	0.838	Mention Memory: incorporating textual knowledge into Transformers through entity mention attention
SPAR-PAQ	0.740	Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
BM25	0.720	Simple Entity-Centric Questions Challenge Dense Retrievers
Zero-NeR	0.671	Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions?
Contriever	0.647	Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions?
DPR-multi	0.567	Simple Entity-Centric Questions Challenge Dense Retrievers
DPR-NQ	0.497	Simple Entity-Centric Questions Challenge Dense Retrievers

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