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

Knowledge Graph Question Answering on UltraDomain Biology

89.44ComprehensiveQAFD-RAG

Evaluation Results

Method	Links
QAFD-RAG2026.04		89.44	85.13	91.19	95.05	91.33
GraphRAG2026.04		85.76	81.05	88.94	93	88.57
LightRAG2026.04		83.92	78.28	88.4	93.31	88.09
RAPTOR2026.04		83.57	77.1	88.33	93.62	88.67
HippoRAG2026.04		83.07	76.91	88.07	93.62	88.52