Retrieval on SciFact-G
35.1R@10FastInsight
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FastInsightMethod Category=Graph Retrieval2026.01 | 35.1 | 39.4 | |
| GARMethod Category=Graph Retrieval2026.01 | 32.5 | 37.1 | |
| LightRAGMethod Category=Graph Retrieval2026.01 | 31.4 | 32 | |
| HyDEMethod Category=Document Retrieval2026.01 | 29.8 | 35.7 | |
| Re2Method Category=Document Retrieval2026.01 | 29.4 | 34.7 | |
| ContrieverMethod Category=Document Retrieval2026.01 | 27.7 | 32.5 | |
| SPLADEMethod Category=Document Retrieval2026.01 | 27.2 | 32.5 | |
| Vector SearchMethod Category=Document Retrieval2026.01 | 27 | 32.4 | |
| HippoRAG 2Method Category=Graph Retrieval2026.01 | 27 | 32.4 | |
| PathRAGMethod Category=Graph Retrieval2026.01 | 14.4 | 14.8 |