GraphRAG outperforms vector RAG on multi‑hop reasoning tasks
A new arXiv benchmark systematically compares classic vector RAG with GraphRAG on QA and query‑summarization datasets. GraphRAG delivers higher accuracy on multi‑hop, relationship‑heavy queries, at the cost of extra computation, and the authors outline when to pick each method or blend them for consistent gains.