Mathematical Reasoning on AIME 25 (Maj@32, Avg@32)
60Maj@32PAEC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PAECModel=Qwen3-4B-Base2026.06 | 60 | 41.9 | |
| Global Entropy RegModel=Qwen3-4B-Base2026.06 | 56.7 | 40.8 | |
| GRPOModel=Qwen3-4B-Base2026.06 | 53.3 | 39.2 | |
| BaseModel=Qwen3-4B-Base2026.06 | 50 | 35.9 | |
| BaseModel=Llama3.1-8B2026.06 | 3.3 | 0.4 | |
| PAECModel=Llama3.1-8B2026.06 | 3.3 | 0 | |
| GRPOModel=Llama3.1-8B2026.06 | 0 | 0 | |
| Global Entropy RegModel=Llama3.1-8B2026.06 | 0 | 0.1 |