Question Answering on MuSiQue (F1, ACC, Lat, Calls)
40.3F1 ScoreHippoRAG 2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HippoRAG 2Setting=Local2026.05 | 40.3 | 36.2 | 3.4 | 1 | |
| FD-RAG-LocalSetting=Local2026.05 | 39.1 | 38 | 0.54 | 0.52 | |
| FD-RAGSetting=Federated2026.05 | 38.3 | 35.7 | 1.21 | 0.65 | |
| HyperGraphRAGSetting=Local2026.05 | 37.4 | 34.8 | 4.1 | 1 | |
| RAPTORSetting=Local2026.05 | 36.8 | 30.2 | 5.6 | 1 | |
| FD-RAG (w/o fusion)Setting=Federated2026.05 | 35.6 | 32.8 | 1.46 | 0.82 | |
| LongRAGSetting=Local2026.05 | 35.5 | 31 | 9.2 | 5.48 | |
| GraphRAGSetting=Local2026.05 | 34.2 | 29.8 | 7.1 | 1 | |
| RAGRouteSetting=Federated2026.05 | 28.7 | 26 | 2.7 | 1.24 | |
| C-FedRAGSetting=Federated2026.05 | 24.9 | 22 | 4.2 | 2.73 | |
| EfficientRAGSetting=Local2026.05 | 18.3 | 17 | 3.6 | 2.86 | |
| IterDRAGSetting=Local2026.05 | 17.5 | 12.2 | 4.3 | 2.13 | |
| Vanilla RAGSetting=Local2026.05 | 11 | 9.2 | 1.5 | 1 | |
| LOCAL-RAGSetting=Federated2026.05 | 9.7 | 7.9 | 1.3 | 1 |