Anomaly Detection on Hole
89Image-level AUROCSEMLP
Evaluation Results
| Method | Links | |
|---|---|---|
| SEMLPBackbone=ViT-B/82024.07 | 89 | |
| SEMLPBackbone=Wide-ResNet50-22024.07 | 87.6 | |
| SEMLP (MIRO)Backbone=Wide-ResNet50-22024.07 | 87.6 | |
| MIROBackbone=Wide-ResNet50-22024.07 | 86.9 | |
| PatchCoreBackbone=Wide-ResNet50-22024.07 | 79.8 | |
| SEMLP (MIRO)Backbone=ViT-B/82024.07 | 79.3 | |
| MIROBackbone=ViT-B/82024.07 | 79.1 | |
| PatchCore (MIRO)Backbone=Wide-ResNet50-22024.07 | 73.9 | |
| PatchCore (MIRO)Backbone=ViT-B/82024.07 | 71.7 | |
| PatchCoreBackbone=ViT-B/82024.07 | 64 | |
| Labeled PatchCoreBackbone=ViT-B/82024.07 | 48.7 | |
| Labeled PatchCoreBackbone=Wide-ResNet50-22024.07 | 46.2 |