Anomaly Detection on CatsVsDogs 64x64x3
88.8AUROCGeometric Transformations
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Geometric TransformationsNormal Class Index (G)=avg2018.05 | 88.8 | — | |
| OC-SVM (CAE)Normal Class Index (G)=avg, Hyperparameter Optimization=Hindsight knowledge2018.05 | 52.5 | — | |
| OC-SVM (RAW)Normal Class Index (G)=avg, Hyperparameter Optimization=Hindsight knowledge2018.05 | 51.7 | — | |
| DSEBMNormal Class Index (G)=avg2018.05 | 51.6 | — | |
| AD-GANNormal Class Index (G)=avg2018.05 | 49.4 | — | |
| DAGMMNormal Class Index (G)=avg2018.05 | 47.7 | — |