Anomaly Detection on AFID
0.847AUROCAnomaly Personalization
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Anomaly PersonalizationShots=82025.02 | 0.847 | 0.633 | |
| Anomaly PersonalizationShots=42025.02 | 0.826 | 0.579 | |
| InCTRLShots=82025.02 | 0.806 | 0.561 | |
| WinCLIPShots=82025.02 | 0.796 | 0.562 | |
| PaDiMShots=82025.02 | 0.792 | 0.555 | |
| InCTRLShots=42025.02 | 0.79 | 0.548 | |
| PaDiMShots=42025.02 | 0.787 | 0.54 | |
| Anomaly PersonalizationShots=22025.02 | 0.784 | 0.529 | |
| InCTRLShots=22025.02 | 0.783 | 0.536 | |
| CoOpShots=82025.02 | 0.769 | 0.514 | |
| WinCLIPShots=42025.02 | 0.764 | 0.513 | |
| WinCLIPShots=22025.02 | 0.761 | 0.519 | |
| PatchcoreShots=82025.02 | 0.745 | 0.389 | |
| PaDiMShots=22025.02 | 0.739 | 0.378 | |
| PatchcoreShots=42025.02 | 0.733 | 0.377 | |
| CoOpShots=22025.02 | 0.726 | 0.5 | |
| CoOpShots=42025.02 | 0.72 | 0.454 | |
| RegADShots=22025.02 | 0.687 | 0.443 | |
| RegADShots=82025.02 | 0.603 | 0.314 | |
| RegADShots=42025.02 | 0.596 | 0.294 | |
| PatchcoreShots=22025.02 | 0.564 | 0.275 |