Coding on LCBv5 LCBv6 (test)
49LCBv5 ScoreSelf-Verified Distillation
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Self-Verified DistillationBackbone=Qwen3-4B, Candidate generations (n)=8, Verification strength (v)=52026.05 | 49 | 41.9 | 4.2 | |
| Qwen3-4BModel size=4B2026.05 | 45.1 | 37.5 | — | |
| Self-Verified DistillationBackbone=Qwen3-8B, Candidate generations (n)=8, Verification strength (v)=52026.05 | 42.8 | 38.2 | 5 | |
| Qwen3-8BModel size=8B2026.05 | 38.6 | 32.4 | — | |
| Self-Verified DistillationBackbone=Qwen3-0.6B, Candidate generations (n)=8, Verification strength (v)=52026.05 | 11.3 | 11.9 | 2.1 | |
| Qwen3-0.6BModel size=0.6B2026.05 | 9 | 10.1 | — |