Mathematical Reasoning on AIME 2025 (Token Efficiency & MV Metrics)
0.18Token Efficiency RatioAC sweep
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AC sweepModel=Nemotron3-30B, Target accuracy (alpha)=90%2026.05 | 0.18 | 0.902 | 0.967 | 589 | |
| PC-quadraticModel=Ministral3-14B, Target accuracy (alpha)=99%2026.05 | 0.05 | 0.345 | 0.576 | 6.9 |