Anomaly Detection on MVTec AD Average modified (test)
85Image-level F1 ScoreSEMLP
Evaluation Results
| Method | Links | |
|---|---|---|
| SEMLPBackbone=ViT-B/82024.07 | 85 | |
| SEMLPBackbone=Wide-ResNet50-22024.07 | 84.3 | |
| SEMLP (MIRO)Backbone=Wide-ResNet50-22024.07 | 83.6 | |
| MIROBackbone=Wide-ResNet50-22024.07 | 80.4 | |
| SEMLP (MIRO)Backbone=ViT-B/82024.07 | 75 | |
| MIROBackbone=ViT-B/82024.07 | 73.5 | |
| PatchCore (MIRO)Backbone=ViT-B/82024.07 | 71.6 | |
| PatchCoreBackbone=Wide-ResNet50-22024.07 | 70 | |
| PatchCore (MIRO)Backbone=Wide-ResNet50-22024.07 | 67.9 | |
| PatchCoreBackbone=ViT-B/82024.07 | 63.4 | |
| Labeled PatchCoreBackbone=ViT-B/82024.07 | 59.2 | |
| Labeled PatchCoreBackbone=Wide-ResNet50-22024.07 | 54.5 |