Table 5 Quantitative comparison with different backbones.
From: A novel dual-student reverse knowledge distillation method for magnetic tile defect detection
Backbone | Image Auroc | Pixel Auroc | Pixel Aupro | Image F1 | Image ACC |
|---|---|---|---|---|---|
ResNet18 | 0.956 | 0.795 | 0.779 | 0.951 | 0.949 |
ResNet50 | 0.962 | 0.784 | 0.785 | 0.958 | 0.954 |
WResNet50 | 0.974 | 0.802 | 0.793 | 0.972 | 0.957 |
WResNet101 | 0.968 | 0.792 | 0.775 | 0.963 | 0.952 |
