Contextual Summarization on GraphRAG-Bench
94.04RecallHyperSU
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperSUCategory=Hypergraph-based RAG2026.06 | 94.04 | 88.19 | |
| HippoRAGCategory=Graph-based RAG2026.06 | 91.4 | 59.6 | |
| LightRAGCategory=Graph-based RAG2026.06 | 86.93 | 37.81 | |
| Hyper-RAGCategory=Hypergraph-based RAG2026.06 | 85.77 | 63.27 | |
| HippoRAG 2Category=Graph-based RAG2026.06 | 83.31 | 88.31 | |
| HyperGraphRAGCategory=Hypergraph-based RAG2026.06 | 81.92 | 62.18 | |
| MS-GraphRAGCategory=Graph-based RAG2026.06 | 81.91 | 43.35 | |
| RAPTORCategory=Graph-based RAG2026.06 | 75.21 | 63.22 | |
| RAG2026.06 | 69.59 | 79.56 |