Multi-hop Question Answering on NuScale-MQA 200 questions
81.5Overall AccuracyOurs (plan. only)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours (plan. only)configuration=plan. only2026.06 | 81.5 | 92.3 | 80 | 72.9 | 84 | 86 | |
| Ours (plan.+edges)configuration=plan.+edges2026.06 | 81 | 90.8 | 78.5 | 74.3 | 81.3 | 86 | |
| RAPTOR2026.06 | 75.5 | 92.3 | 72.3 | 62.9 | 73.3 | 68 | |
| LightRAG2026.06 | 73 | 92.3 | 66.1 | 61.4 | 76 | 60 | |
| HippoRAG2026.06 | 70.5 | 86.2 | 63.1 | 62.9 | 69.3 | 64 | |
| GraphRAG2026.06 | 49.5 | 61.5 | 49.2 | 38.6 | 37.3 | 42 | |
| PageIndex2026.06 | 43.5 | 61.5 | 44.6 | 25.7 | 45.3 | — |