Mathematical Reasoning on AIME 26 (Pass@1, Pass@5, Pass@10)
36.7Pass@1LP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LPModel=Qwen3-8B2026.03 | 36.7 | 51.1 | 54.1 | |
| S-RLModel=Qwen3-8B2026.03 | 36.2 | 48.8 | 50 | |
| EntModel=Qwen3-8B2026.03 | 34.2 | 49.8 | 54.6 | |
| CH2Model=Qwen3-8B2026.03 | 28.1 | 39.9 | 42.5 | |
| S-RLModel=DeepSeek-Distill Llama-8B2026.03 | 22.5 | 40 | 44.6 | |
| AvgEntModel=Qwen3-8B2026.03 | 19.2 | 36.3 | 43.1 | |
| LP†Model=DeepSeek-Distill Llama-8B2026.03 | 17.5 | 33.8 | 39.4 | |
| Ent†Model=DeepSeek-Distill Llama-8B2026.03 | 17.3 | 31.2 | 36.1 | |
| CH2†Model=DeepSeek-Distill Llama-8B2026.03 | 17.3 | 30.4 | 34 | |
| AvgEntModel=Qwen3-1.7B2026.03 | 16 | 34.7 | 42 | |
| AvgEnt†Model=DeepSeek-Distill Llama-8B2026.03 | 15.2 | 27.2 | 29.6 | |
| CH2Model=Qwen3-1.7B2026.03 | 14.8 | 29.8 | 35 | |
| LPModel=Qwen3-1.7B2026.03 | 14.4 | 28 | 33.6 | |
| BaseModel=DeepSeek-Distill Llama-8B2026.03 | 14.4 | 27.4 | 32.7 | |
| EntModel=Qwen3-1.7B2026.03 | 14 | 27.9 | 31.6 | |
| S-RLModel=Qwen3-1.7B2026.03 | 12.7 | 26 | 31.1 | |
| BaseModel=Qwen3-8B2026.03 | 9.2 | 16.6 | 22.1 | |
| BaseModel=Qwen3-1.7B2026.03 | 7.1 | 15.5 | — | |
| S-RLModel=Llama3.1-8B2026.03 | 1.2 | 3.1 | 3.3 | |
| BaseModel=Llama3.1-8B2026.03 | 0.4 | 2.1 | 4.2 |