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Passage Retrieval On Natural Questions

Results

Performance results of various models on this benchmark

Model Name
Paper TitleRepository
DARAugmenting Document Representations for Dense Retrieval with Interpolation and Perturbation
DPR+RoBERTa-base-crossencoder-rerankerR2-D2: A Modular Baseline for Open-Domain Question Answering-
ReAttRetrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
DPR+ELECTRA-large-extreader-rerankerR2-D2: A Modular Baseline for Open-Domain Question Answering-
BM25+RM3Generation-Augmented Retrieval for Open-domain Question Answering
DPRDense Passage Retrieval for Open-Domain Question Answering
RocketQARocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering
SPARSalient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
ANCEApproximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
DPR-PAQDomain-matched Pre-training Tasks for Dense Retrieval
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