Unsupervised anomaly segmentation on KolektorSDD2
0.981ROC AUCSemi-orthogonal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Semi-orthogonalBackbone=ResNet-18, k=1002021.05 | 0.981 | 0 | |
| PaDiMBackbone=ResNet-18, k=100, Method of approximation=reproduced2021.05 | 0.956 | 0 | |
| Uninformed studentBackbone=ResNet-18, k=100, Receptive size=33 x 332021.05 | 0.95 | 0.005 |