Anomaly Detection on Fashion-MNIST 32x32x1
93.5AUROC (%)Geometric Transformations
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Geometric TransformationsNormal Class Index (G)=avg2018.05 | 93.5 | — | |
| OC-SVM (RAW)Normal Class Index (G)=avg, Hyperparameter Optimization=Hindsight knowledge2018.05 | 92.8 | — | |
| OC-SVM (CAE)Normal Class Index (G)=avg, Hyperparameter Optimization=Hindsight knowledge2018.05 | 91.7 | — | |
| AD-GANNormal Class Index (G)=avg2018.05 | 88.4 | — | |
| DSEBMNormal Class Index (G)=avg2018.05 | 86.6 | — | |
| DAGMMNormal Class Index (G)=avg2018.05 | 51.8 | — |