Unsupervised Anomaly Segmentation on KolektorSDD
96ROC AUCSemi-orthogonal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Semi-orthogonalBackbone=ResNet-18, k=1002021.05 | 96 | 0.014 | |
| PaDiMBackbone=ResNet-18, k=100, Method of approximation=reproduced2021.05 | 94.5 | 0.015 | |
| Uninformed studentBackbone=ResNet-18, k=100, Receptive size=33 x 332021.05 | 89.6 | 0.012 |