Anomaly Detection on DTD Synthetic
99.1AUROC (Clean)GLASS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GLASS2025.06 | 99.1 | 6.1 | |
| GLAD2025.06 | 98.6 | 10.3 | |
| ReContrast2025.06 | 98.2 | 9.1 | |
| GLASSAttack=PGD-1000, epsilon=8/2552025.06 | 98.1 | 7 | |
| RealNetAttack=PGD-1000, epsilon=8/2552025.06 | 98 | 8.3 | |
| GeneralAD2025.06 | 97.9 | 16.3 | |
| GeneralADAttack=PGD-1000, epsilon=8/2552025.06 | 97.9 | 10.8 | |
| MuScAttack=PGD-1000, epsilon=8/2552025.06 | 97.8 | 5.7 | |
| GLADAttack=PGD-1000, epsilon=8/2552025.06 | 97.3 | 13.8 | |
| DRAEM2025.06 | 97.1 | 3.6 | |
| SimpleNetAttack=PGD-1000, epsilon=8/2552025.06 | 97 | 2.9 | |
| SimpleNet2025.06 | 96.8 | 2.4 | |
| ReContrastAttack=PGD-1000, epsilon=8/2552025.06 | 96.8 | 7.6 | |
| ReConPatchAttack=PGD-1000, epsilon=8/2552025.06 | 96.3 | 3.9 | |
| DRAEMAttack=PGD-1000, epsilon=8/2552025.06 | 96.1 | 4.8 | |
| PatchGuardAttack=PGD-1000, epsilon=8/2552025.06 | 95.9 | 74.8 | |
| PatchCoreAttack=PGD-1000, epsilon=8/2552025.06 | 95.6 | 6.7 | |
| PatchGuard2025.06 | 91.5 | 60.5 | |
| PrincipaLSadversarial_training=true2025.06 | 77.9 | 9.3 | |
| RODEOadversarial_training=true2025.06 | 72.8 | 12 | |
| ZARNDadversarial_training=true2025.06 | 70.3 | 13.7 | |
| PatchCore2025.06 | 65.8 | 4 |