Question Answering on HpQA
53.4F1 ScoreReCal
Evaluation results
| Method | Links | |
|---|---|---|
| ReCalRouting=RL-based Routing, Variant=+2026.06 | 53.4 | |
| ReCalRouting=RL-based Routing2026.06 | 52.9 | |
| Router-R1Routing=RL-based Routing2026.06 | 49.4 | |
| Largest LLMRouting=Heuristic & Discriminative Routing2026.06 | 41.6 | |
| Prompt LLMRouting=Heuristic & Discriminative Routing2026.06 | 40.7 | |
| RouterDCRouting=Heuristic & Discriminative Routing2026.06 | 38.1 | |
| GraphRouterRouting=Heuristic & Discriminative Routing2026.06 | 36.6 | |
| KNN RouterRouting=Heuristic & Discriminative Routing2026.06 | 34.1 | |
| RouteLLMRouting=Heuristic & Discriminative Routing2026.06 | 33.5 | |
| Search-R1Routing=No Routing2026.06 | 32.8 | |
| Prompt LLM*Routing=Heuristic & Discriminative Routing2026.06 | 31.3 | |
| RAGRouting=No Routing2026.06 | 30.7 | |
| MLP RouterRouting=Heuristic & Discriminative Routing2026.06 | 29.5 | |
| SFTRouting=No Routing2026.06 | 28.1 | |
| CoTRouting=No Routing2026.06 | 26 | |
| KNN Router*Routing=Heuristic & Discriminative Routing2026.06 | 24.8 | |
| VanillaRouting=No Routing2026.06 | 21.5 |