Pixel-level Anomaly Detection on MVTec AD
98.4AUROCPatchCore
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchCoreLearning Type=full-shot unsupervised2024.07 | 98.4 | 62.2 | |
| CDOLearning Type=full-shot unsupervised2024.07 | 98.2 | 60.1 | |
| AdaCLIPLearning Type=Zero-Shot (ZSAD)2024.07 | 88.7 | 43.4 | |
| AdaCLIPsupervised_training=true2024.07 | 88.7 | 43.4 | |
| DINOV2supervised_training=false2024.07 | 85.9 | 39.6 | |
| SAMsupervised_training=false2024.07 | 85.4 | 29.4 | |
| WinCLIPsupervised_training=false2024.07 | 85.1 | 31.6 | |
| APRIL-GANsupervised_training=true2024.07 | 83.7 | 39.8 | |
| SAAsupervised_training=false2024.07 | 75.5 | 38.1 |