Mathematical Reasoning on AIME 24 (Avg@16, P@16)
8.33Avg@16PriFT-prob
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PriFT-probModel=Qwen2.5-Math (1.5B)2026.06 | 8.33 | 30 | |
| IDFTModel=Qwen2.5-Math (1.5B)2026.06 | 7.31 | 20 | |
| TALRModel=Qwen2.5-Math (1.5B)2026.06 | 6.26 | 20 | |
| PriFT-massModel=Qwen2.5-Math (1.5B)2026.06 | 6.25 | 33.33 | |
| DFTModel=Qwen2.5-Math (1.5B)2026.06 | 5.63 | 16.67 | |
| OriginalModel=Qwen2.5-Math (1.5B)2026.06 | 4.99 | 26.67 | |
| ASFTModel=Qwen2.5-Math (1.5B)2026.06 | 4.79 | 23.33 | |
| PriFT-massModel=Qwen2.5 (1.5B)2026.06 | 3.33 | 16.67 | |
| PriFT-massModel=Qwen2.5-Instruct (1.5B)2026.06 | 2.49 | 16.67 | |
| PriFT-probModel=Qwen2.5-Instruct (1.5B)2026.06 | 2.28 | 16.67 | |
| DFTModel=DeepSeekMath (7B)2026.06 | 2.28 | 13.33 | |
| DFTModel=Qwen2.5 (1.5B)2026.06 | 1.86 | 13.33 | |
| PretrainedModel=Qwen2.5-Instruct (1.5B)2026.06 | 1.66 | 13.33 | |
| DFTModel=Qwen2.5-Instruct (1.5B)2026.06 | 1.66 | 13.33 | |
| EAFTModel=Qwen2.5-Math (1.5B)2026.06 | 1.24 | 13.33 | |
| PriFT-probModel=Qwen2.5 (1.5B)2026.06 | 1.24 | 13.33 | |
| SFTModel=Qwen2.5-Math (1.5B)2026.06 | 1.04 | 13.33 | |
| PriFT-probModel=DeepSeekMath (7B)2026.06 | 0.62 | 6.67 | |
| PriFT-massModel=DeepSeekMath (7B)2026.06 | 0.62 | 10 | |
| SFTModel=Qwen2.5 (1.5B)2026.06 | 0.42 | 6.67 | |
| SFTModel=Qwen2.5-Instruct (1.5B)2026.06 | 0.41 | 6.67 | |
| PretrainedModel=DeepSeekMath (7B)2026.06 | 0.41 | 6.67 | |
| SFTModel=DeepSeekMath (7B)2026.06 | 0.41 | 6.67 | |
| PretrainedModel=Qwen2.5 (1.5B)2026.06 | 0.21 | 3.33 |