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SOTA
Passage Retrieval
Passage Retrieval On Natural Questions
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
Columns
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
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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
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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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