General Question Answering on NQ (F1 score)
50.8F1 ScoreReCal
Evaluation results
| Method | Links | |
|---|---|---|
| ReCalRouting=RL-based Routing2026.06 | 50.8 | |
| ReCalRouting=RL-based Routing, Variant=+2026.06 | 49.9 | |
| Router-R1Routing=RL-based Routing2026.06 | 44.9 | |
| Prompt LLMRouting=Heuristic & Discriminative Routing2026.06 | 43.7 | |
| Largest LLMRouting=Heuristic & Discriminative Routing2026.06 | 43.1 | |
| RAGRouting=No Routing2026.06 | 41.4 | |
| GraphRouterRouting=Heuristic & Discriminative Routing2026.06 | 41.2 | |
| RouterDCRouting=Heuristic & Discriminative Routing2026.06 | 41 | |
| Search-R1Routing=No Routing2026.06 | 40.7 | |
| KNN RouterRouting=Heuristic & Discriminative Routing2026.06 | 38.8 | |
| Prompt LLM*Routing=Heuristic & Discriminative Routing2026.06 | 37.3 | |
| MLP RouterRouting=Heuristic & Discriminative Routing2026.06 | 36.8 | |
| RouteLLMRouting=Heuristic & Discriminative Routing2026.06 | 36.2 | |
| KNN Router*Routing=Heuristic & Discriminative Routing2026.06 | 36 | |
| SFTRouting=No Routing2026.06 | 28.9 | |
| CoTRouting=No Routing2026.06 | 21.8 | |
| VanillaRouting=No Routing2026.06 | 16.2 |