Fact Retrieval on GraphRAG-Bench Medical
68.49AccuracyHyperSU
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperSUtype=Hypergraph-based RAG2026.06 | 68.49 | 42.06 | |
| HippoRAG 2type=Graph-based RAG2026.06 | 66.12 | 36.46 | |
| LightRAGtype=Graph-based RAG2026.06 | 63.57 | 37.44 | |
| RAGtype=Standard2026.06 | 63.26 | 29.22 | |
| HyperGraphRAGtype=Hypergraph-based RAG2026.06 | 62.73 | 21.98 | |
| Hyper-RAGtype=Hypergraph-based RAG2026.06 | 61.42 | 25.25 | |
| HippoRAGtype=Graph-based RAG2026.06 | 56.32 | 21.12 | |
| RAPTORtype=Graph-based RAG2026.06 | 54.42 | 17.86 | |
| MS-GraphRAGtype=Graph-based RAG2026.06 | 38.72 | 26.89 |