Contextual Summarization on GraphRAG-Bench Medical Dataset
93.73RecallHyperSU
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperSUCategory=Hypergraph-based RAG2026.06 | 93.73 | 90.04 | |
| RAPTORCategory=Graph-based RAG2026.06 | 89.73 | 59.26 | |
| LightRAGCategory=Graph-based RAG2026.06 | 85.23 | 42.87 | |
| RAG2026.06 | 84 | 89.75 | |
| HippoRAGCategory=Graph-based RAG2026.06 | 83.25 | 49.17 | |
| Hyper-RAGCategory=Hypergraph-based RAG2026.06 | 82.82 | 74.18 | |
| HyperGraphRAGCategory=Hypergraph-based RAG2026.06 | 80.09 | 72.3 | |
| HippoRAG 2Category=Graph-based RAG2026.06 | 77.32 | 86.43 | |
| MS-GraphRAGCategory=Graph-based RAG2026.06 | 60.17 | 5.22 |