Question Answering on GraphRAG-Benchmark NOVEL
67.6Fact RetrievalToPG-Local
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ToPG-Localmax-iter=32026.01 | 67.6 | 53.9 | 61 | |
| ToPG-Naive2026.01 | 67.3 | 55.6 | 63.7 | |
| ToPG-Localmax-iter=12026.01 | 67 | 55 | 61.2 | |
| HippoRAG 22026.01 | 60.1 | 53.4 | 64.1 | |
| Vanilla-RAG2026.01 | 58.8 | 41.4 | 50.1 | |
| LightRAGmode=local2026.01 | 58.6 | 49.1 | 48.9 | |
| GraphRAGmode=local2026.01 | 49.3 | 50.9 | 64.4 |