Contextual Summarization on GraphRAG-Bench Medical Dataset (ACC, Cov)
75.01AccuracyHyperSU
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperSUtype=Hypergraph-based RAG2026.06 | 75.01 | 76.72 | |
| Hyper-RAGtype=Hypergraph-based RAG2026.06 | 72.53 | 71.85 | |
| HyperGraphRAGtype=Hypergraph-based RAG2026.06 | 67.92 | 75.43 | |
| RAGtype=Standard2026.06 | 63.5 | 78.07 | |
| HippoRAG 2type=Graph-based RAG2026.06 | 62.96 | 45.87 | |
| LightRAGtype=Graph-based RAG2026.06 | 62.87 | 50.91 | |
| HippoRAGtype=Graph-based RAG2026.06 | 60.36 | 62.78 | |
| RAPTORtype=Graph-based RAG2026.06 | 59.02 | 78.47 | |
| MS-GraphRAGtype=Graph-based RAG2026.06 | 42.23 | 22.97 |