Creative Generation on GraphRAG-Bench Medical Dataset
69.92AccuracyHyperSU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HyperSUtype=Hypergraph-based RAG2026.06 | 69.92 | 64.19 | 67.21 | |
| Hyper-RAGtype=Hypergraph-based RAG2026.06 | 67.92 | 56.88 | 50.05 | |
| LightRAGtype=Graph-based RAG2026.06 | 67.67 | 78.1 | 52.16 | |
| HippoRAG 2type=Graph-based RAG2026.06 | 67.65 | 59.09 | 51.42 | |
| HippoRAGtype=Graph-based RAG2026.06 | 63.85 | 69.53 | 65.89 | |
| HyperGraphRAGtype=Hypergraph-based RAG2026.06 | 62.14 | 48.12 | 46.41 | |
| RAPTORtype=Graph-based RAG2026.06 | 61.81 | 60.22 | 53.56 | |
| RAGtype=Standard2026.06 | 58.48 | 35.98 | 57.5 | |
| MS-GraphRAGtype=Graph-based RAG2026.06 | 53.32 | 32.38 | 39.7 |