Anomaly Detection on Fashion-MNIST (test)
99.8AUPR-Out (C0)OC-SVM
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OC-SVMInput Features=RAW2018.05 | 99.8 | 98.6 | 98.8 | 99.3 | 98.6 | 99 | 97.8 | 99.9 | 98.8 | 99.9 | 99 | |
| Geometric Transformations2018.05 | 99.8 | 99.6 | 99 | 98.7 | 99.1 | 99.2 | 97.9 | 99.9 | 98.9 | 99.9 | 99.2 | |
| OC-SVMInput Features=CAE2018.05 | 99.7 | 98.2 | 98.8 | 98.7 | 98.6 | 98.4 | 97.3 | 99.8 | 98.5 | 99.8 | 98.8 | |
| DSEBM2018.05 | 98.9 | 95.6 | 98.5 | 98.4 | 98 | 98.4 | 95.9 | 99.8 | 98 | 99.6 | 98.1 | |
| AD-GAN2018.05 | 98.9 | 97.4 | 98.4 | 98.8 | 98.2 | 98.8 | 96 | 99.7 | 98.5 | 99.6 | 98.4 | |
| DAGMM2018.05 | 91.3 | 94 | 92.9 | 95 | 85.4 | 96.6 | 91.2 | 98 | 92.2 | 91.1 | 92.8 |