Pixel-level Anomaly Localization on DAGM
99.4AUROCSSVP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SSVPsetting=zero-shot2026.01 | 99.4 | 98.4 | 50.5 | — | |
| MAGIC2025.07 | 99.15 | 97.38 | 81.94 | 75.84 | |
| Bayes-PFLsetting=zero-shot2026.01 | 98.7 | 94.6 | 42.5 | — | |
| APRIL-GANsetting=zero-shot2026.01 | 98.6 | 42.9 | 41.6 | — | |
| AnomalyCLIPsetting=zero-shot2026.01 | 98.1 | 95.6 | 28.5 | — | |
| AnoDiff2025.07 | 97.97 | 93.83 | 72.33 | 67.67 | |
| DualAnoDiff2025.07 | 97.77 | 94.97 | 80.29 | 75.31 | |
| AnoGen2025.07 | 97.24 | 92.98 | 69.96 | 66.44 | |
| AdaCLIPsetting=zero-shot2026.01 | 95.4 | 39.1 | 45.2 | — | |
| SeaS2025.07 | 94.27 | 89.28 | 74.88 | 69.41 | |
| WinCLIPsetting=zero-shot2026.01 | 82.5 | 55 | 3 | — |