ResearchBenchmarksKnowledge Graph Question Answering on UltraDomain CookingFollow89.25Comprehensive ScoreQAFD-RAG81.824483.752285.6887.6078Apr 21, 2026Evaluation ResultsMethodMethodLinksComprehensive ScoreDiversity ScoreLogicality ScoreRelevance ScoreCoherence ScoreQAFD-RAG2026.0489.2583.4291.3595.4591.58GraphRAG2026.0486.2379.190.7995.1490.63RAPTOR2026.0483.1575.388.5293.5988.83HippoRAG2026.0482.5274.1388.493.7188.57LightRAG2026.0482.1174.9787.4992.2787.98