Mathematical Reasoning on Olympiad (Pass@1, Pass@5, Pass@10)
52.3Pass@1LP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LPModel=Qwen3-8B2026.03 | 52.3 | 61.1 | 64.2 | |
| S-RLModel=Qwen3-8B2026.03 | 51.7 | 60.1 | 63.4 | |
| EntModel=Qwen3-8B2026.03 | 49.9 | 58.2 | 61 | |
| CH2Model=Qwen3-8B2026.03 | 49 | 59.2 | 62.5 | |
| AvgEntModel=Qwen3-8B2026.03 | 43.9 | 54 | 57.2 | |
| LPModel=Qwen3-1.7B2026.03 | 42.6 | 55.3 | 59.1 | |
| EntModel=Qwen3-1.7B2026.03 | 41.4 | 54.9 | 58.8 | |
| CH2Model=Qwen3-1.7B2026.03 | 41.3 | 53.5 | 57.3 | |
| AvgEntModel=Qwen3-1.7B2026.03 | 39.8 | 52.8 | 56.7 | |
| S-RLModel=Qwen3-1.7B2026.03 | 39.5 | 52 | 56 | |
| S-RLModel=DeepSeek-Distill Llama-8B2026.03 | 39.3 | 56.9 | 62.4 | |
| CH2†Model=DeepSeek-Distill Llama-8B2026.03 | 36.7 | 54.3 | 59.9 | |
| LP†Model=DeepSeek-Distill Llama-8B2026.03 | 36.6 | 53.9 | 59.5 | |
| Ent†Model=DeepSeek-Distill Llama-8B2026.03 | 36.4 | 54.6 | 60.6 | |
| BaseModel=DeepSeek-Distill Llama-8B2026.03 | 35.7 | 52.9 | 58.8 | |
| AvgEnt†Model=DeepSeek-Distill Llama-8B2026.03 | 35.6 | 52.6 | 58.5 | |
| BaseModel=Qwen3-1.7B2026.03 | 30.1 | 41.6 | 46.9 | |
| BaseModel=Qwen3-8B2026.03 | 28.4 | 41.2 | 46.7 | |
| S-RLModel=Llama3.1-8B2026.03 | 14.1 | 31 | 38.8 | |
| BaseModel=Llama3.1-8B2026.03 | 13.2 | 29.8 | 38.2 |