Mathematical Reasoning on AMC23 (Avg@8 accuracy)
71.25Avg@8 AccuracyDEAR
Evaluation results
| Method | Links | |
|---|---|---|
| DEARStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B2026.06 | 71.25 | |
| Standard OPDStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B2026.06 | 69.06 | |
| Offline KDStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B2026.06 | 61.56 | |
| Base modelStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B2026.06 | 46.88 | |
| Standard OPDStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen3-4B2026.06 | 32.5 | |
| DEARStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen3-4B2026.06 | 30.94 | |
| DEARStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen2.5-14B2026.06 | 29.06 | |
| Standard OPDStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen2.5-14B2026.06 | 26.25 | |
| Offline KDStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen3-4B2026.06 | 23.75 | |
| Offline KDStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen2.5-14B2026.06 | 23.13 | |
| Base modelStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen3-4B2026.06 | 20.63 | |
| Base modelStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen2.5-14B2026.06 | 19.06 |