General Question Answering on TriviaQA (F1 score)
78.4F1 ScoreReCal
Evaluation results
| Method | Links | |
|---|---|---|
| ReCalRouting=RL-based Routing2026.06 | 78.4 | |
| ReCalRouting=RL-based Routing, Variant=+2026.06 | 77.6 | |
| Router-R1Routing=RL-based Routing2026.06 | 74.5 | |
| Largest LLMRouting=Heuristic & Discriminative Routing2026.06 | 69.5 | |
| Prompt LLMRouting=Heuristic & Discriminative Routing2026.06 | 69.4 | |
| RouterDCRouting=Heuristic & Discriminative Routing2026.06 | 69.4 | |
| GraphRouterRouting=Heuristic & Discriminative Routing2026.06 | 69 | |
| RouteLLMRouting=Heuristic & Discriminative Routing2026.06 | 63.5 | |
| KNN RouterRouting=Heuristic & Discriminative Routing2026.06 | 62.7 | |
| RAGRouting=No Routing2026.06 | 62.2 | |
| Prompt LLM*Routing=Heuristic & Discriminative Routing2026.06 | 60 | |
| Search-R1Routing=No Routing2026.06 | 57.5 | |
| KNN Router*Routing=Heuristic & Discriminative Routing2026.06 | 57.2 | |
| MLP RouterRouting=Heuristic & Discriminative Routing2026.06 | 55.7 | |
| SFTRouting=No Routing2026.06 | 46 | |
| CoTRouting=No Routing2026.06 | 43.1 | |
| VanillaRouting=No Routing2026.06 | 34.1 |