ResearchBenchmarksKnowledge Graph Question Answering on UltraDomain AgricultureFor AI assistantsMarkdownContent indexKnowledge Graph Question Answering on UltraDomain AgricultureFollow89.93Comprehensive ScoreQAFD-RAG82.213284.216686.2288.2234Apr 21, 2026Evaluation resultsMethodMethodLinksComprehensive ScoreDiversity ScoreLogicality ScoreRelevance ScoreCoherence ScoreQAFD-RAG2026.0489.9384.9592.195.6792GraphRAG2026.0487.382.8590.894.0190.08LightRAG2026.0483.6577.7188.8593.5588.67RAPTOR2026.0483.3276.6589.5494.5689.47HippoRAG2026.0482.5176.2688.8494.0988.79