Mathematical Reasoning on OlympiadBench (Avg@16, P@16)
29.06Average Score @16PriFT-mass
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PriFT-massModel=Qwen2.5-Math (1.5B)2026.06 | 29.06 | 58.37 | |
| PriFT-probModel=Qwen2.5-Math (1.5B)2026.06 | 28.44 | 60.74 | |
| TALRModel=Qwen2.5-Math (1.5B)2026.06 | 27.73 | 55.7 | |
| IDFTModel=Qwen2.5-Math (1.5B)2026.06 | 27.54 | 52.59 | |
| DFTModel=Qwen2.5-Math (1.5B)2026.06 | 27.35 | 53.19 | |
| ASFTModel=Qwen2.5-Math (1.5B)2026.06 | 25.42 | 58.07 | |
| PriFT-massModel=Qwen2.5-Instruct (1.5B)2026.06 | 18.81 | 46.67 | |
| PriFT-probModel=Qwen2.5-Instruct (1.5B)2026.06 | 16.82 | 47.26 | |
| DFTModel=DeepSeekMath (7B)2026.06 | 16.07 | 41.63 | |
| OriginalModel=Qwen2.5-Math (1.5B)2026.06 | 15.82 | 53.19 | |
| PriFT-probModel=DeepSeekMath (7B)2026.06 | 14.46 | 46.96 | |
| PriFT-massModel=DeepSeekMath (7B)2026.06 | 14.38 | 43.7 | |
| PretrainedModel=Qwen2.5-Instruct (1.5B)2026.06 | 14.31 | 46.22 | |
| DFTModel=Qwen2.5-Instruct (1.5B)2026.06 | 14.3 | 40.44 | |
| DFTModel=Qwen2.5 (1.5B)2026.06 | 13.89 | 38.37 | |
| PriFT-massModel=Qwen2.5 (1.5B)2026.06 | 13.49 | 43.85 | |
| EAFTModel=Qwen2.5-Math (1.5B)2026.06 | 12.79 | 45.78 | |
| SFTModel=Qwen2.5-Math (1.5B)2026.06 | 12.77 | 44.15 | |
| PriFT-probModel=Qwen2.5 (1.5B)2026.06 | 12.76 | 42.22 | |
| PretrainedModel=DeepSeekMath (7B)2026.06 | 10.33 | 41.63 | |
| SFTModel=DeepSeekMath (7B)2026.06 | 7.59 | 38.81 | |
| SFTModel=Qwen2.5-Instruct (1.5B)2026.06 | 6.22 | 33.33 | |
| SFTModel=Qwen2.5 (1.5B)2026.06 | 5.88 | 32.44 | |
| PretrainedModel=Qwen2.5 (1.5B)2026.06 | 1.67 | 17.78 |