Fact Retrieval on GraphRAG-Bench (ACC, R-L)
67.42ACC (Fact Retrieval)HyperSU
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperSUtype=Hypergraph-based RAG2026.06 | 67.42 | 42.19 | |
| Hyper-RAGtype=Hypergraph-based RAG2026.06 | 65.29 | 37.72 | |
| HyperGraphRAGtype=Hypergraph-based RAG2026.06 | 63.13 | 27.38 | |
| HippoRAG 2type=Graph-based RAG2026.06 | 60.25 | 31.34 | |
| RAGtype=Standard2026.06 | 58.95 | 37.67 | |
| LightRAGtype=Graph-based RAG2026.06 | 58.09 | 35.27 | |
| HippoRAGtype=Graph-based RAG2026.06 | 52.74 | 26.53 | |
| MS-GraphRAGtype=Graph-based RAG2026.06 | 49.25 | 26.22 | |
| RAPTORtype=Graph-based RAG2026.06 | 49.18 | 23.82 |