Math Reasoning on MATH 500 (pass@1)
66.2Pass@1Base
Evaluation Results
| Method | Links | |
|---|---|---|
| BaseModel=Qwen2.5-7B-Instruct2026.05 | 66.2 | |
| SimCTTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.05 | 61.42 | |
| GOLDTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.05 | 60.14 | |
| ALMTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.05 | 59.84 | |
| DSKDTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.05 | 59.68 | |
| SimpleOPDTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.05 | 56.82 | |
| SFTTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.05 | 55.16 | |
| BaseModel=Phi-4-mini-instruct2026.05 | 54.58 | |
| SimCTTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.05 | 22.18 | |
| DSKDTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.05 | 21.17 | |
| SimCTTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.05 | 21.1 | |
| GOLDTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.05 | 21.06 | |
| GOLDTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.05 | 20.36 | |
| ALMTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.05 | 19.8 | |
| DSKDTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.05 | 19.8 | |
| ALMTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.05 | 19.41 | |
| SimpleOPDTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.05 | 19.02 | |
| SFTTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.05 | 18.22 | |
| SFTTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.05 | 18.02 | |
| SimpleOPDTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.05 | 18.02 | |
| BaseModel=Gemma-2-2B-it2026.05 | 17.96 |