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Unsupervised Anomaly Detection With Specified 11
Métriques
AUC-ROC
Résultats
Résultats de performance de divers modèles sur ce benchmark
| Paper Title | ||
|---|---|---|
| Isolation Forest | 0.908 | Isolation forest |
| RSRAE | 0.900 | Robust Subspace Recovery Layer for Unsupervised Anomaly Detection |
| LVAD | 0.896 | Locally varying distance transform for unsupervised visual anomaly detection |
| DAGMM | 0.784 | Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection |
| Deep Unsup. | 0.765 | Deep unsupervised anomaly detection |
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