Passage Retrieval On Natural Questions

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	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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