Mathematical Reasoning on AIME 2025 (pass@1, pass@256)
13.3Pass@1Qwen2.5-7B-Instruct
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5-7B-InstructTraining Mode=Curriculum RL2026.06 | 13.3 | 63.3 | |
| Qwen3-8BTraining Mode=Vanilla RLVR2026.06 | 10 | 36.7 | |
| Qwen2.5-7BTraining Mode=Curriculum RL2026.06 | 5.6 | 45.6 | |
| Qwen2.5-7B-InstructTraining Mode=Vanilla RLVR2026.06 | 3.3 | 53.3 | |
| Qwen3-8BTraining Mode=Curriculum RL2026.06 | 3.3 | 33.3 | |
| DeepSeek-R1-0528-Qwen3-8BTraining Mode=Base2026.06 | 3.3 | 10 | |
| DeepSeek-R1-0528-Qwen3-8BTraining Mode=Curriculum RL2026.06 | 3.3 | 16.7 | |
| Qwen2.5-7B-InstructTraining Mode=Base2026.06 | 0 | 53.3 | |
| Qwen2.5-7BTraining Mode=Base2026.06 | 0 | 26.7 | |
| Qwen2.5-7BTraining Mode=Vanilla RLVR2026.06 | 0 | 26.7 | |
| Qwen3-8BTraining Mode=Base2026.06 | 0 | 12.2 | |
| LLaMA-3.1-8B-InstructTraining Mode=Base2026.06 | 0 | 20 | |
| LLaMA-3.1-8B-InstructTraining Mode=Vanilla RLVR2026.06 | 0 | 10 | |
| LLaMA-3.1-8B-InstructTraining Mode=Curriculum RL2026.06 | 0 | 20 | |
| DeepSeek-R1-0528-Qwen3-8BTraining Mode=Vanilla RLVR2026.06 | 0 | 13.3 |