Creative Generation on GraphRAG-Bench
78.52Recall (Rec)HyperSU
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperSUCategory=Hypergraph-based RAG2026.06 | 78.52 | 76.34 | |
| LightRAGCategory=Graph-based RAG2026.06 | 71.55 | 38.09 | |
| HippoRAGCategory=Graph-based RAG2026.06 | 65.47 | 46.87 | |
| HyperGraphRAGCategory=Hypergraph-based RAG2026.06 | 64.32 | 68.13 | |
| Hyper-RAGCategory=Hypergraph-based RAG2026.06 | 63.37 | 69.6 | |
| RAPTORCategory=Graph-based RAG2026.06 | 58.28 | 58.76 | |
| MS-GraphRAGCategory=Graph-based RAG2026.06 | 53.4 | 34.75 | |
| HippoRAG 2Category=Graph-based RAG2026.06 | 41.96 | 78.87 | |
| RAG2026.06 | 32.56 | 83.02 |