Code Generation on LiveCodeBench (mean@8, pass@8)
61.92Mean@8MOPD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MOPDDistillation Mode=Teacher-Student2026.05 | 61.92 | 67.35 | |
| OPDDistillation Mode=Teacher-Student2026.05 | 60.92 | 67.3 | |
| MOPDDistillation Mode=Self-distillation2026.05 | 57.01 | 65.48 | |
| SDPODistillation Mode=Self-distillation2026.05 | 48.84 | 63.23 | |
| Qwen3-14BRole=Teacher2026.05 | 46.75 | 65.16 | |
| GKDDistillation Mode=Teacher-Student2026.05 | 46.05 | 56.67 | |
| Qwen3-4BRole=Student2026.05 | 28.8 | 49.36 |