Anomaly Detection on CIFAR-10 32x32x3 (test)
0.813AUPR (Inliers)Geometric Transformations
Evaluation Results
| Method | Links | |
|---|---|---|
| Geometric TransformationsClass Index=72018.05 | 0.813 | |
| Geometric TransformationsClass Index=12018.05 | 0.787 | |
| Geometric TransformationsClass Index=82018.05 | 0.684 | |
| Geometric TransformationsClass Index=92018.05 | 0.586 | |
| Geometric TransformationsClass Index=52018.05 | 0.529 | |
| Geometric TransformationsClass Index=avg2018.05 | 0.527 | |
| Geometric TransformationsClass Index=62018.05 | 0.488 | |
| Geometric TransformationsClass Index=42018.05 | 0.429 | |
| OC-SVMInput=CAE, Class Index=02018.05 | 0.332 | |
| Geometric TransformationsClass Index=32018.05 | 0.332 | |
| Geometric TransformationsClass Index=22018.05 | 0.331 | |
| Geometric TransformationsClass Index=02018.05 | 0.289 | |
| OC-SVMInput=RAW, Class Index=02018.05 | 0.256 | |
| AD-GANClass Index=02018.05 | 0.179 | |
| DSEBMClass Index=02018.05 | 0.144 | |
| DAGMMClass Index=02018.05 | 0.083 |