Unsupervised Anomaly Detection With Specified 18
Metrics
AUC-ROC
Results
Performance results of various models on this benchmark
| Paper Title | ||
|---|---|---|
| Isolation Forest | 0.917 | Isolation forest |
| LVAD | 0.909 | Locally varying distance transform for unsupervised visual anomaly detection |
| Deep Unsup. | 0.868 | Deep unsupervised anomaly detection |
| RSRAE | 0.854 | Robust Subspace Recovery Layer for Unsupervised Anomaly Detection |
| DAGMM | 0.793 | Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection |
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