BE

beir-cellar/beir

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

2.1k 237 +2/wk
GitHub
benchmark bert colbert dataset deep-learning dpr elasticsearch information-retrieval llm nlp passage-retrieval pytorch
Trend 3

Star & Fork Trend (38 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

beir-cellar/beir has +2 stars this period . 7-day velocity: 0.1%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric beir MEDIUM_NoteBook nestia fastapi-langgraph-agent-production-ready-template
Stars 2.1k 2.1k2.1k2.1k
Forks 237 977122489
Weekly Growth +2 +0+2+8
Language Python Jupyter NotebookTypeScriptPython
Sources 1 111
License Apache-2.0 MITMITMIT

Capability Radar vs MEDIUM_NoteBook

beir
MEDIUM_NoteBook
Maintenance Activity 3

Last code push 175 days ago.

Community Engagement 55

Fork-to-star ratio: 11.1%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 46

+2 stars this period — 0.09% growth rate.

License Clarity 95

Licensed under Apache-2.0. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.