Passage Retrieval On Natural Questions

评测结果

各个模型在此基准测试上的表现结果

模型名称	Paper Title	Repository
DAR	Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation	-
DPR+RoBERTa-base-crossencoder-reranker	R2-D2: A Modular Baseline for Open-Domain Question Answering	-
ReAtt	Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer	-
DPR+ELECTRA-large-extreader-reranker	R2-D2: A Modular Baseline for Open-Domain Question Answering	-
BM25+RM3	Generation-Augmented Retrieval for Open-domain Question Answering	-
DPR	Dense Passage Retrieval for Open-Domain Question Answering	-
RocketQA	RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering	-
SPAR	Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?	-
ANCE	Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval	-
DPR-PAQ	Domain-matched Pre-training Tasks for Dense Retrieval	-

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