Multi-hop Question Answering on 2WikiMulti-hopQA (Accuracy)
49.07AccuracyChainRAG
Evaluation results
| Method | Links | |
|---|---|---|
| ChainRAGCategory=Graph-based2026.07 | 49.07 | |
| LEGO-GraphRAGCategory=Graph-based2026.07 | 47.09 | |
| HopRAGCategory=Graph-based2026.07 | 45.88 | |
| PlanRAGCategory=Graph-based2026.07 | 45.82 | |
| DualRAGCategory=Iteration-based2026.07 | 45.23 | |
| KiRAGCategory=Iteration-based2026.07 | 43.47 | |
| GenGroundCategory=Iteration-based2026.07 | 41.29 | |
| RetGenCategory=Iteration-based2026.07 | 39.46 | |
| NaiveRAG2026.07 | 36.83 | |
| DirectLLM2026.07 | 30.18 |