ResearchBenchmarksGeneral QA on UltraDomain Mix (test)For AI assistantsMarkdownContent indexGeneral QA on UltraDomain Mix (test)Follow87.15Comprehensive ScoreQAFD-RAG78.382880.658982.93585.2111Apr 21, 2026Evaluation resultsMethodMethodLinksComprehensive ScoreDiversity ScoreLogicality ScoreRelevance ScoreCoherence ScoreQAFD-RAG2026.0487.1581.1590.794.3690.36GraphRAG2026.0482.7674.9488.4592.8188.9RAPTOR2026.0481.9773.0987.993.1687.81HippoRAG2026.0480.1571.7186.5592.1186.83LightRAG2026.0478.7270.9785.7290.3786.26