ResearchBenchmarksGeneral QA on UltraDomain Music (test)For AI assistantsMarkdownContent indexGeneral QA on UltraDomain Music (test)Follow87.95ComprehensivenessQAFD-RAG80.6782.5684.4586.34Apr 21, 2026Evaluation resultsMethodMethodLinksComprehensivenessDiversityLogicalityRelevanceCoherenceQAFD-RAG2026.0487.9583.490.5694.0890.94GraphRAG2026.0485.3279.3790.0294.1489.8RAPTOR2026.0481.4474.5587.8193.2488.14LightRAG2026.0481.1475.0886.6491.2987.34HippoRAG2026.0480.9574.4687.2292.4787.53