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beir-cellar/beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Owner	beir-cellar
License (as declared)	Apache-2.0
Stars	2,310
Forks	254
Main language	Python
Created	18 January 2021
Last updated at source	16 October 2025

pythonbenchmarkbertcolbertdatasetdeep-learningdprelasticsearchinformation-retrievalllmnlppassage-retrievalpytorchquestion-generationragretrievalretrieval-modelssbertsentence-transformerszero-shot-retrieval

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