Knowledge Graph Question Answering on UltraDomain History benchmark leaderboard · SOTA2 Research

Knowledge Graph Question Answering on UltraDomain History

87.75ComprehensiveQAFD-RAG

Evaluation Results

Method	Links
QAFD-RAG2026.04		87.75	83.14	90.04	93.77	90.55
GraphRAG2026.04		84.18	78.88	88.18	92.35	88.4
LightRAG2026.04		82.24	76.42	86.98	92.18	87.18
RAPTOR2026.04		82.08	75.59	87.67	92.94	88.13
HippoRAG2026.04		80.45	74.61	86.37	91.54	86.97