Anomaly Detection on MVTec AD Hole modified (test)
84.9F1 Score (Image-level)SEMLP
Evaluation Results
| Method | Links | |
|---|---|---|
| SEMLPBackbone=ViT-B/82024.07 | 84.9 | |
| SEMLP (MIRO)Backbone=Wide-ResNet50-22024.07 | 84.3 | |
| SEMLPBackbone=Wide-ResNet50-22024.07 | 83.2 | |
| MIROBackbone=Wide-ResNet50-22024.07 | 82.8 | |
| SEMLP (MIRO)Backbone=ViT-B/82024.07 | 73 | |
| PatchCoreBackbone=Wide-ResNet50-22024.07 | 72.4 | |
| MIROBackbone=ViT-B/82024.07 | 71.5 | |
| PatchCore (MIRO)Backbone=ViT-B/82024.07 | 66.2 | |
| PatchCore (MIRO)Backbone=Wide-ResNet50-22024.07 | 65.7 | |
| PatchCoreBackbone=ViT-B/82024.07 | 58 | |
| Labeled PatchCoreBackbone=ViT-B/82024.07 | 54.6 | |
| Labeled PatchCoreBackbone=Wide-ResNet50-22024.07 | 48.9 |