General Question Answering on TriviaQA (Accuracy)
80.2AccuracySkillOrchestra+
Evaluation results
| Method | Links | |
|---|---|---|
| SkillOrchestra+Routing Strategy=Skill-based Routing, Orchestrator Configuration=Best/Multiple2026.02 | 80.2 | |
| SkillOrchestraRouting Strategy=Skill-based Routing, Orchestrator Configuration=Single2026.02 | 71.6 | |
| Router-R1Routing Strategy=RL-based Routing2026.02 | 70.6 | |
| RouterDCRouting Strategy=Heuristic & Discriminative Routing2026.02 | 59.2 | |
| GraphRouterRouting Strategy=Heuristic & Discriminative Routing2026.02 | 58.6 | |
| Prompt LLMRouting Strategy=Heuristic & Discriminative Routing2026.02 | 58 | |
| Largest LLMRouting Strategy=Heuristic & Discriminative Routing2026.02 | 57.8 | |
| FrugalGPTRouting Strategy=Heuristic & Discriminative Routing2026.02 | 56.2 | |
| RAGRouting Strategy=No Routing2026.02 | 54 | |
| KNN RouterRouting Strategy=Heuristic & Discriminative Routing2026.02 | 52.8 | |
| BERT RouterRouting Strategy=Heuristic & Discriminative Routing2026.02 | 51.6 | |
| Search-R1Routing Strategy=No Routing2026.02 | 51 | |
| Prompt LLM+Routing Strategy=Heuristic & Discriminative Routing, Turn Protocol=multi turn2026.02 | 50 | |
| KNN Router+Routing Strategy=Heuristic & Discriminative Routing, Turn Protocol=multi turn2026.02 | 47.8 | |
| MLP RouterRouting Strategy=Heuristic & Discriminative Routing2026.02 | 46 | |
| SFTRouting Strategy=No Routing2026.02 | 40 | |
| CoTRouting Strategy=No Routing2026.02 | 35.8 | |
| VanillaRouting Strategy=No Routing2026.02 | 26 |