Question Answering on HotPotQA (F1, ACC, Latency, Calls)
73.4F1 ScoreFD-RAG-Local
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FD-RAG-LocalSetting=Local2026.05 | 73.4 | 68.2 | 0.45 | 0.32 | |
| FD-RAGSetting=Federated2026.05 | 68.9 | 64.5 | 1.14 | 0.62 | |
| FD-RAG (w/o fusion)Setting=Federated2026.05 | 65 | 61.2 | 1.42 | 0.8 | |
| RAPTORSetting=Local2026.05 | 63.5 | 59 | 4.5 | 1 | |
| HippoRAG 2Setting=Local2026.05 | 63.2 | 60.4 | 3.8 | 1 | |
| HyperGraphRAGSetting=Local2026.05 | 60.7 | 58.4 | 4.2 | 1 | |
| LongRAGSetting=Local2026.05 | 57.3 | 53 | 10.4 | 6.23 | |
| GraphRAGSetting=Local2026.05 | 55.1 | 50.8 | 6.9 | 1 | |
| RAGRouteSetting=Federated2026.05 | 53.4 | 50.9 | 3 | 1.31 | |
| EfficientRAGSetting=Local2026.05 | 52.1 | 50 | 3.3 | 2.65 | |
| C-FedRAGSetting=Federated2026.05 | 49.2 | 46.1 | 4.9 | 2.84 | |
| IterDRAGSetting=Local2026.05 | 47.4 | 44.4 | 5.2 | 2.47 | |
| Vanilla RAGSetting=Local2026.05 | 44.3 | 49.6 | 2.4 | 1 | |
| LOCAL-RAGSetting=Federated2026.05 | 39.2 | 44.5 | 2 | 1 |