Anomaly Detection on MVTec AD Color modified (test)
87.1Image-level F1 ScoreSEMLP
Evaluation Results
| Method | Links | |
|---|---|---|
| SEMLPBackbone=ViT-B/82024.07 | 87.1 | |
| SEMLPBackbone=Wide-ResNet50-22024.07 | 83.7 | |
| SEMLP (MIRO)Backbone=Wide-ResNet50-22024.07 | 80.2 | |
| PatchCore (MIRO)Backbone=ViT-B/82024.07 | 80 | |
| SEMLP (MIRO)Backbone=ViT-B/82024.07 | 78.7 | |
| MIROBackbone=ViT-B/82024.07 | 76.1 | |
| MIROBackbone=Wide-ResNet50-22024.07 | 75.2 | |
| PatchCore (MIRO)Backbone=Wide-ResNet50-22024.07 | 71 | |
| PatchCoreBackbone=Wide-ResNet50-22024.07 | 70.9 | |
| Labeled PatchCoreBackbone=ViT-B/82024.07 | 67.4 | |
| PatchCoreBackbone=ViT-B/82024.07 | 64.9 | |
| Labeled PatchCoreBackbone=Wide-ResNet50-22024.07 | 59.6 |