Anomaly Localization on BUSI
91.8AUROC (pixel-level)UltraAD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UltraADShots=162025.06 | 91.8 | 58.7 | |
| UltraADShots=82025.06 | 91.5 | 58.9 | |
| AnomalyCLIPShots=162025.06 | 90.6 | 56 | |
| AnomalyCLIPShots=82025.06 | 90 | 54.8 | |
| UltraADShots=42025.06 | 88.3 | 48.7 | |
| AnomalyCLIPShots=42025.06 | 87.8 | 50.2 | |
| AdaCLIPShots=82025.06 | 87.5 | 51.5 | |
| AdaCLIPShots=162025.06 | 86.8 | 52.4 | |
| VCP-CLIPShots=162025.06 | 80.4 | 38.4 | |
| WinCLIPShots=N/A2025.06 | 79.7 | 5.4 | |
| AdaCLIPShots=42025.06 | 79.4 | 32.7 | |
| VCP-CLIPShots=82025.06 | 79 | 34.4 | |
| VCP-CLIPShots=42025.06 | 75 | 27.6 | |
| MVFAShots=42025.06 | 69.9 | 16.1 | |
| MVFAShots=162025.06 | 69.5 | 16.2 | |
| MVFAShots=82025.06 | 66.2 | 15.1 |