Contextual on G-Bench Medical (val)
89.57RecallMemGraphRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MemGraphRAGRetrieval Time=0.0612026.05 | 89.57 | 86.91 | |
| LinearRAGRetrieval Time=0.1232026.05 | 89.13 | 87.89 | |
| RAPTORRetrieval Time=0.1712026.05 | 88.86 | 58.73 | |
| LightRAGRetrieval Time=11.0522026.05 | 85.71 | 43.11 | |
| HippoRAGRetrieval Time=1.5862026.05 | 83.46 | 49.13 | |
| Lazy-GraphRAGRetrieval Time=9.8352026.05 | 78.72 | 21.35 | |
| GFM-RAGRetrieval Time=1.3752026.05 | 78.62 | 40.14 | |
| HippoRAG2Retrieval Time=2.1572026.05 | 77.4 | 86.85 |