Mathematical Reasoning on AMC 23 (Pass@1, #Tokens)
92.5Pass@1CREST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CRESTModel=R1-7B2025.12 | 92.5 | 3,937 | |
| CRESTModel=R1-1.5B2025.12 | 90 | 5,584 | |
| TIPModel=R1-7B2025.12 | 90 | 5,532 | |
| VanillaModel=R1-7B2025.12 | 87.5 | 5,912 | |
| SEALModel=R1-7B2025.12 | 87.5 | 4,784 | |
| Soft-ThinkingModel=R1-7B2025.12 | 80 | 5,859 | |
| DynasorModel=R1-7B2025.12 | 75 | 7,809 | |
| VanillaModel=R1-1.5B2025.12 | 72.5 | 8,951 | |
| TIPModel=R1-1.5B2025.12 | 72.5 | 8,069 | |
| DynasorModel=R1-1.5B2025.12 | 70 | 7,782 | |
| SEALModel=R1-1.5B2025.12 | 67.5 | 8,202 | |
| Soft-ThinkingModel=R1-1.5B2025.12 | 55 | 13,160 |