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Passage Retrieval On Msmarco Beir

Metrics

nDCG@10

Results

Performance results of various models on this benchmark

Model Name
nDCG@10
Paper TitleRepository
ColBERT0.401BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
BM250.228BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
SPARTA0.351BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
BM25+CE0.413BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
docT5query0.338BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
ANCE0.388BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
SGPT-CE-6.1B0.290SGPT: GPT Sentence Embeddings for Semantic Search
SGPT-BE-5.8B0.399SGPT: GPT Sentence Embeddings for Semantic Search
SGPT-CE-2.7B0.278SGPT: GPT Sentence Embeddings for Semantic Search
DeepCT0.296BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
TAS-b0.408BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
DPR0.177BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
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