Mathematical Reasoning on AIME24 (Avg@16, Pass@16)
42.29Avg@16CAST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CASTModel Scale=Qwen3-8B2026.05 | 42.29 | 73.3 | |
| CASTModel Scale=Qwen3-4B2026.05 | 41.25 | 76.7 | |
| TAO-RLBase Model=Qwen3-4B-Base2026.06 | 28.13 | 63.33 | |
| SimpleTIRBase Model=Qwen3-4B-Base2026.06 | 27.5 | 56.67 | |
| GRPO+OPSDModel Scale=Qwen3-8B2026.05 | 27.29 | 56.7 | |
| GRPOModel Scale=Qwen3-8B2026.05 | 27.08 | 56.7 | |
| RLRTModel Scale=Qwen3-8B2026.05 | 26.67 | 60 | |
| RLSDModel Scale=Qwen3-8B2026.05 | 26.25 | 63.3 | |
| BaseModel Scale=Qwen3-8B2026.05 | 24.79 | 50 | |
| CASTModel Scale=Qwen3-1.7B2026.05 | 24.58 | 56.7 | |
| GRPO+OPSDModel Scale=Qwen3-4B2026.05 | 22.5 | 53.3 | |
| RLSDModel Scale=Qwen3-4B2026.05 | 21.67 | 50 | |
| RLRTModel Scale=Qwen3-4B2026.05 | 21.67 | 53.3 | |
| GRPOModel Scale=Qwen3-4B2026.05 | 21.04 | 43.3 | |
| BaseModel Scale=Qwen3-4B2026.05 | 20.83 | 46.7 | |
| OPSDModel Scale=Qwen3-8B2026.05 | 15.62 | 33.3 | |
| GRPOModel Scale=Qwen3-1.7B2026.05 | 14.17 | 40 | |
| PriFT-massBackbone=Qwen2.5-Math (7B)2026.06 | 13.34 | 50 | |
| GRPO+OPSDModel Scale=Qwen3-1.7B2026.05 | 13.33 | 33.3 | |
| PriFT-probBackbone=Qwen2.5-Math (7B)2026.06 | 12.72 | 43.33 | |
| BaseModel Scale=Qwen3-1.7B2026.05 | 12.71 | 43.3 | |
| RLSDModel Scale=Qwen3-1.7B2026.05 | 12.5 | 36.7 | |
| TAO-RLBase Model=Qwen2.5-1.5B2026.06 | 11.88 | 50 | |
| RLRTModel Scale=Qwen3-1.7B2026.05 | 11.67 | 36.7 | |
| PriFT-massBackbone=Qwen3-Base (8B)2026.06 | 11.24 | 33.33 | |
| OPSDModel Scale=Qwen3-4B2026.05 | 10.62 | 30 | |
| SimpleTIRBase Model=Qwen2.5-1.5B2026.06 | 8.75 | 33.33 | |
| OriginalBackbone=Qwen2.5-Math (7B)2026.06 | 8.74 | 40 | |
| PriFT-probBackbone=Qwen3-Base (8B)2026.06 | 8.33 | 26.67 | |
| OriginalBackbone=Qwen3-Base (8B)2026.06 | 8.13 | 33.33 | |
| DFTBackbone=Qwen2.5-Math (7B)2026.06 | 7.93 | 13.33 | |
| TALRBackbone=Qwen2.5-Math (7B)2026.06 | 7.93 | 16.67 | |
| ASFTBackbone=Qwen2.5-Math (7B)2026.06 | 7.93 | 20 | |
| ASFTBackbone=Qwen3-Base (8B)2026.06 | 7.72 | 20 | |
| IDFTBackbone=Qwen3-Base (8B)2026.06 | 7.5 | 10 | |
| IDFTBackbone=Qwen2.5-Math (7B)2026.06 | 6.47 | 20 | |
| DFTBackbone=Qwen3-Base (8B)2026.06 | 6.46 | 16.67 | |
| Base modelBase Model=Qwen3-4B-Base2026.06 | 6.25 | 40 | |
| TALRBackbone=Qwen3-Base (8B)2026.06 | 5.6 | 16.67 | |
| OPSDModel Scale=Qwen3-1.7B2026.05 | 5.21 | 13.3 | |
| SFTBackbone=Qwen2.5-Math (7B)2026.06 | 2.49 | 13.33 | |
| EAFTBackbone=Qwen3-Base (8B)2026.06 | 2.3 | 13.33 | |
| EAFTBackbone=Qwen2.5-Math (7B)2026.06 | 2.29 | 13.33 | |
| SFTBackbone=Qwen3-Base (8B)2026.06 | 1.86 | 13.33 | |
| Base modelBase Model=Qwen2.5-1.5B2026.06 | 0.21 | 3.33 |