Fact Retrieval on GraphRAG-Bench
83.17RecallHyperSU
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperSUCategory=Hypergraph-based RAG2026.06 | 83.17 | 78.45 | |
| HippoRAGCategory=Graph-based RAG2026.06 | 80.78 | 56.3 | |
| Hyper-RAGCategory=Hypergraph-based RAG2026.06 | 80.06 | 73.59 | |
| HyperGraphRAGCategory=Hypergraph-based RAG2026.06 | 76.57 | 71.35 | |
| LightRAGCategory=Graph-based RAG2026.06 | 74.35 | 33.34 | |
| HippoRAG 2Category=Graph-based RAG2026.06 | 70.94 | 80.01 | |
| RAPTORCategory=Graph-based RAG2026.06 | 62.02 | 54.3 | |
| RAG2026.06 | 61.38 | 74.78 | |
| MS-GraphRAGCategory=Graph-based RAG2026.06 | 61.11 | 27.29 |