Mathematical Reasoning on GSM8K (test) (Acc, Cost, A/C)
95.2AccuracyGPT-4.1-mini
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPT-4.1-miniType=Target Model Only2026.05 | 95.2 | 0.0293 | 32.4 | |
| SpecReasonExt. Models=false2026.05 | 94.9 | 0.0994 | 9.55 | |
| STEERExt. Models=false2026.05 | 94.5 | 0.0608 | 15.54 | |
| policy-guided stepwise model routingExt. Models=false2026.05 | 94.5 | 0.0205 | 46.09 | |
| RSDExt. Models=true2026.05 | 93.5 | 0.0093 | 100.5 | |
| 7B OnlyModel=Qwen2.5-Math-Instruct-1.5B2026.05 | 85.2 | 0 | — |