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Multi-hop Question Answering on HotpotQA (FCR, JSR)

80.4FCRCatRAG
36.61647.98359.3570.717Feb 2, 2026

Evaluation results

MethodLinks
CatRAGRetrieval Category=Structure-Aware RAG2026.0280.456.8
HippoRAG 2Retrieval Category=Structure-Aware RAG2026.0275.553.4
text-embedding-3-smallRetrieval Category=Standard Retrieval2026.0264.946.3
RAPTORRetrieval Category=Structure-Aware RAG2026.0261.444.2
ContrieverRetrieval Category=Standard Retrieval2026.0254.137.6
GTR (T5-base)Retrieval Category=Standard Retrieval2026.025337.9
BM25Retrieval Category=Standard Retrieval2026.0238.326.1