Code Generation on LiveCodeBench v6 (LCB.v6)
58.86LCB.v6 ScoreTeacher
Evaluation results
| Method | Links | |
|---|---|---|
| TeacherDistillation Setting=Multi-Domain Distillation, Teacher Model=Qwen3-Nemotron-4B2026.05 | 58.86 | |
| TrOPDDistillation Setting=Multi-Domain Distillation, Student Model=Qwen3-SFT-1.7B, Teacher Model=Qwen3-Nemotron-4B2026.05 | 36 | |
| REOPOLDDistillation Setting=Multi-Domain Distillation, Student Model=Qwen3-SFT-1.7B, Teacher Model=Qwen3-Nemotron-4B2026.05 | 35.43 | |
| EOPDDistillation Setting=Multi-Domain Distillation, Student Model=Qwen3-SFT-1.7B, Teacher Model=Qwen3-Nemotron-4B2026.05 | 34.29 | |
| Entropy OPDDistillation Setting=Multi-Domain Distillation, Student Model=Qwen3-SFT-1.7B, Teacher Model=Qwen3-Nemotron-4B2026.05 | 33.71 | |
| OPDDistillation Setting=Multi-Domain Distillation, Student Model=Qwen3-SFT-1.7B, Teacher Model=Qwen3-Nemotron-4B2026.05 | 32 | |
| Qwen3-SFT-1.7BDistillation Setting=Baseline (None), Student Model=Qwen3-SFT-1.7B2026.05 | 30.29 |