Mathematical Reasoning on MATH 500 (Avg@8 Accuracy)
84.35Avg@8 AccuracyDEAR
Evaluation results
| Method | Links | |
|---|---|---|
| DEARStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B2026.06 | 84.35 | |
| Standard OPDStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B2026.06 | 83.45 | |
| Offline KDStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B2026.06 | 80.27 | |
| Base modelStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B2026.06 | 71.18 | |
| DEARStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen3-4B2026.06 | 56.2 | |
| Standard OPDStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen3-4B2026.06 | 55.4 | |
| DEARStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen2.5-14B2026.06 | 53.15 | |
| Standard OPDStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen2.5-14B2026.06 | 51.78 | |
| Offline KDStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen2.5-14B2026.06 | 46.17 | |
| Offline KDStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen3-4B2026.06 | 43.85 | |
| Base modelStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen3-4B2026.06 | 43.68 | |
| Base modelStudent Model=Qwen2.5-1.5B, Teacher Model=Qwen2.5-14B2026.06 | 43.33 |