GraphRAG-Bench

Researchers introduced Mosaic, a training-free framework that formulates GraphRAG retrieval as a per-query control problem, with an LLM analyzer converting query-specific evidence requirements into a …

A developer's analysis of GraphRAG benchmark comparisons reveals that results vary dramatically depending on whether an LLM judge or ground-truth metrics are used. The same paper reports GraphRAG winn…

Graph-based retrieval outperforms vector RAG on multi-hop reasoning and global summarization, with Microsoft's GraphRAG beating vector RAG on answer comprehensiveness 72 to 83 percent of the time and …