Anomaly Detection on VisA Few-shot
93AUROCLogSAD
Evaluation Results
| Method | Links | |
|---|---|---|
| LogSADShots=42025.03 | 93 | |
| AnomalyGPTShots=42025.03 | 90.6 | |
| LogSADShots=22025.03 | 90 | |
| PromptADShots=42025.03 | 89.1 | |
| AnomalyGPTShots=22025.03 | 88.6 | |
| PromptADShots=22025.03 | 88.3 | |
| LogSADShots=12025.03 | 88.2 | |
| AnomalyGPTShots=12025.03 | 87.4 | |
| WinCLIP+Shots=42025.03 | 87.3 | |
| PromptADShots=12025.03 | 86.9 | |
| PatchCoreShots=42025.03 | 85.3 | |
| WinCLIP+Shots=22025.03 | 84.6 | |
| WinCLIP+Shots=12025.03 | 83.8 | |
| SPADEShots=42025.03 | 81.7 | |
| PatchCoreShots=22025.03 | 81.6 | |
| SPADEShots=22025.03 | 80.7 | |
| PatchCoreShots=12025.03 | 79.9 | |
| SPADEShots=12025.03 | 79.5 | |
| PaDiMShots=42025.03 | 72.8 | |
| PaDiMShots=22025.03 | 67.4 | |
| PaDiMShots=12025.03 | 62.8 |