Pixel-level Anomaly Detection on ISIC
94.2AUROCDINOV2
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DINOV2Supervision training protocol=w/ supervised training2024.07 | 94.2 | 79.6 | |
| SAMSupervision training protocol=w/ supervised training2024.07 | 94.2 | 81 | |
| APRIL-GANSupervision training protocol=w/ supervised training2024.07 | 92.1 | 77.4 | |
| AdaCLIPSupervision training protocol=w/ supervised training2024.07 | 89.3 | 71.4 | |
| SAASupervision training protocol=w/o supervised training2024.07 | 83.8 | 74.2 | |
| WinCLIPSupervision training protocol=w/o supervised training2024.07 | 67.1 | 48.5 |