Complex Reasoning on GraphRAG-Bench Medical Dataset
75.03Accuracy (ACC)HyperSU
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperSUtype=Hypergraph-based RAG2026.06 | 75.03 | 38.74 | |
| HyperGraphRAGtype=Hypergraph-based RAG2026.06 | 65.4 | 31.57 | |
| HippoRAG 2type=Graph-based RAG2026.06 | 61.72 | 36.87 | |
| LightRAGtype=Graph-based RAG2026.06 | 61.49 | 25.06 | |
| Hyper-RAGtype=Hypergraph-based RAG2026.06 | 60.12 | 25.98 | |
| RAGtype=Standard2026.06 | 58.16 | 13.95 | |
| HippoRAGtype=Graph-based RAG2026.06 | 55.46 | 13.53 | |
| RAPTORtype=Graph-based RAG2026.06 | 53.72 | 11.84 | |
| MS-GraphRAGtype=Graph-based RAG2026.06 | 46.68 | 22.1 |