Fact Retrieval on GraphRAG-Bench Medical Dataset
88.9RecallHyperSU
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperSUCategory=Hypergraph-based RAG2026.06 | 88.9 | 77.52 | |
| HippoRAGCategory=Graph-based RAG2026.06 | 86.59 | 52.62 | |
| RAPTORCategory=Graph-based RAG2026.06 | 86.15 | 68.84 | |
| RAG2026.06 | 85.48 | 63.89 | |
| LightRAGCategory=Graph-based RAG2026.06 | 80.4 | 41.09 | |
| HippoRAG 2Category=Graph-based RAG2026.06 | 79.3 | 87.88 | |
| HyperGraphRAGCategory=Hypergraph-based RAG2026.06 | 72.13 | 58.33 | |
| Hyper-RAGCategory=Hypergraph-based RAG2026.06 | 70.8 | 57.91 | |
| MS-GraphRAGCategory=Graph-based RAG2026.06 | 38.25 | 5.67 |