Secure Code Generation on Secure Code Average
55.36Safety ScoreSecCoderX
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SecCoderXBackbone=Qwen2.5-Coder-3B2026.02 | 55.36 | 50.99 | 31.91 | |
| SecCoderXBackbone=Qwen2.5-Coder-7B2026.02 | 54.03 | 56.31 | 35.82 | |
| SafeCoderBackbone=CodeLlama-7B2026.02 | 50.04 | 30.88 | 17.15 | |
| SecCoderXBackbone=CodeLlama-7B2026.02 | 48.97 | 41.76 | 21.94 | |
| ProSecBackbone=Qwen2.5-Coder-7B, Reproduced=true2026.02 | 48.3 | 37.15 | 20.53 | |
| BaseBackbone=Qwen2.5-Coder-3B2026.02 | 47.58 | 52.36 | 28.44 | |
| BaseBackbone=Qwen2.5-Coder-7B2026.02 | 47.57 | 57.25 | 32.45 | |
| ProSecBackbone=CodeLlama-7B2026.02 | 46.48 | 20.65 | 11.6 | |
| SafeCoderBackbone=Qwen2.5-Coder-3B2026.02 | 44.44 | 37.66 | 19.49 | |
| BaseBackbone=CodeLlama-7B2026.02 | 43.99 | 39.39 | 19.96 | |
| SafeCoderBackbone=Qwen2.5-Coder-7B2026.02 | 43.71 | 40.35 | 20.15 | |
| ProSecBackbone=Qwen2.5-Coder-3B2026.02 | 43.11 | 23.54 | 13.08 |