HybridRAG-Bench Documentation

HybridRAG-Bench is a benchmarking framework for retrieval-intensive, multi-hop reasoning over hybrid knowledge. It evaluates how retrieval-augmented methods use both unstructured text and structured knowledge graphs under realistic settings.

_images/framework.png

The framework supports:

  • Time-framed corpus collection from scientific sources.

  • Hybrid knowledge construction from aligned text chunks and KG structure.

  • Reasoning-grounded QA generation across multiple reasoning types.

  • Automated quality control and reproducible benchmark evaluation.