Passage Retrieval On Msmarco Beir

Métriques

nDCG@10

Résultats

Résultats de performance de divers modèles sur ce benchmark

		Paper Title
BM25+CE	0.413	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
TAS-b	0.408	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
ColBERT	0.401	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
SGPT-BE-5.8B	0.399	SGPT: GPT Sentence Embeddings for Semantic Search
ANCE	0.388	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
SPARTA	0.351	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
docT5query	0.338	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
DeepCT	0.296	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
SGPT-CE-6.1B	0.290	SGPT: GPT Sentence Embeddings for Semantic Search
SGPT-CE-2.7B	0.278	SGPT: GPT Sentence Embeddings for Semantic Search
BM25	0.228	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
DPR	0.177	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

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