beir

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

beir-cellar/beir

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

beir grew +0.8% in the last 30 days, ranks 251st of 1,539 in Memory & Knowledge (RAG), last commit 375 days ago.

Star trajectory

126 days tracked
2026-06-212.3k stars today2026-10-26
Momentum

+0.8% in 30d, below the Memory & Knowledge (RAG) median of +0.9%.

Maintenance

Last commit 375 days ago, staler than the median of 17d.

How it compares in Memory & Knowledge (RAG)

beir
2.3k
stars
+0.8% 30d
commit 375 days ago
Memory & Knowledge (RAG) median
382
stars
+0.9% 30d
commit ~17d ago
Leader · markitdown
192.2k
stars
+2.8% 30d
commit 2 days ago

Ranked 251st of 1,539 by stars.

Language
Python
License
Apache License 2.0
Contributors
18
Forks
256
Watchers
21
Open issues
67
Releases
9
Created
2021-01-18
Stars this week
+3

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