Contextual Summarization on GraphRAG-Bench (ACC, Cov)
75.04AccuracyHyperSU
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperSUtype=Hypergraph-based RAG2026.06 | 75.04 | 82.49 | |
| Hyper-RAGtype=Hypergraph-based RAG2026.06 | 71.83 | 69.41 | |
| HyperGraphRAGtype=Hypergraph-based RAG2026.06 | 69.13 | 61.88 | |
| MS-GraphRAGtype=Graph-based RAG2026.06 | 64.35 | 75 | |
| HippoRAG 2type=Graph-based RAG2026.06 | 64.35 | 70.67 | |
| RAGtype=Standard2026.06 | 50.05 | 82.84 | |
| LightRAGtype=Graph-based RAG2026.06 | 48.87 | 63.47 | |
| HippoRAGtype=Graph-based RAG2026.06 | 48.38 | 85.55 | |
| RAPTORtype=Graph-based RAG2026.06 | 47.13 | 82.13 |