Safety Detection on Polyguard Code
0.9959AUROCT3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| T3classifier=GMM2026.02 | 0.9959 | 0.0089 | |
| T3classifier=OCSVM2026.02 | 0.9953 | 0.0095 | |
| CIDER2026.02 | 0.8919 | 0.362 | |
| GMM2026.02 | 0.8481 | 0.3709 | |
| NNGUIDE2026.02 | 0.8426 | 0.6939 | |
| LlamaGuard3parameters=1B, output_format=logits2026.02 | 0.8031 | 0.7235 | |
| VIM2026.02 | 0.7926 | 0.6497 | |
| RMD2026.02 | 0.7358 | 0.7022 | |
| LlamaGuard3parameters=1B2026.02 | 0.7139 | 1 | |
| ADASCALE2026.02 | 0.7029 | 0.9665 | |
| MDJudge2026.02 | 0.6491 | 0.8827 | |
| REACT2026.02 | 0.6079 | 0.9899 | |
| WildGuard2026.02 | 0.5706 | 1 | |
| Polyguard2026.02 | 0.553 | 0.7475 | |
| DuoGuard2026.02 | 0.5356 | 0.8844 | |
| LlamaGuard4parameters=12B2026.02 | 0.5235 | 1 | |
| FDBD2026.02 | 0.2938 | 0.9978 | |
| OPENMAX2026.02 | 0.2899 | 0.9637 |