BEIR is a benchmark framework for evaluating information retrieval models across various datasets and tasks, including document ranking and question answering.

Features

  • Provides a standardized benchmark for IR model evaluation
  • Supports multiple datasets and retrieval tasks
  • Supports various ranking evaluation metrics
  • Works with dense and sparse retrieval models
  • Offers plug-and-play integration with transformer-based models
  • Includes easy-to-use API for benchmarking retrieval performance

Project Samples

Project Activity

See All Activity >

License

Apache License V2.0

Follow BEIR

BEIR Web Site

Other Useful Business Software
Ship Agents Faster Icon
Ship Agents Faster

Transform your applications and workflows into powerful agentic systems at global scale.

Gemini Enterprise Agent Platform lets you rapidly build, scale, govern and optimize production-ready agents grounded in your organization's data. The platform enables developers to build custom or pre-built agents for virtually any use case. New customers get $300 in free credits.
Start Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of BEIR!

Additional Project Details

Programming Language

Python

Related Categories

Python Natural Language Processing (NLP) Tool

Registered

2025-01-22