Anomaly Detection on Color
85.7Image-level AUROCSEMLP
Evaluation Results
| Method | Links | |
|---|---|---|
| SEMLPBackbone=ViT-B/82024.07 | 85.7 | |
| SEMLPBackbone=Wide-ResNet50-22024.07 | 82.9 | |
| SEMLP (MIRO)Backbone=Wide-ResNet50-22024.07 | 81.1 | |
| PatchCore (MIRO)Backbone=ViT-B/82024.07 | 80.9 | |
| SEMLP (MIRO)Backbone=ViT-B/82024.07 | 80 | |
| MIROBackbone=ViT-B/82024.07 | 75.4 | |
| MIROBackbone=Wide-ResNet50-22024.07 | 71.5 | |
| PatchCore (MIRO)Backbone=Wide-ResNet50-22024.07 | 69.5 | |
| PatchCoreBackbone=Wide-ResNet50-22024.07 | 66.4 | |
| PatchCoreBackbone=ViT-B/82024.07 | 57.7 | |
| Labeled PatchCoreBackbone=ViT-B/82024.07 | 56.8 | |
| Labeled PatchCoreBackbone=Wide-ResNet50-22024.07 | 48.4 |