Unsupervised Anomaly Detection With Specified 12
Metriken
AUC-ROC
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
| Paper Title | ||
|---|---|---|
| RSRAE | 0.982 | Robust Subspace Recovery Layer for Unsupervised Anomaly Detection |
| LVAD | 0.981 | Locally varying distance transform for unsupervised visual anomaly detection |
| Shell-Renormalized | 0.866 | Shell Theory: A Statistical Model of Reality |
| DAGMM | 0.784 | Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection |
| Isolation Forest | 0.777 | Isolation forest |
| Deep Unsup. | 0.545 | Deep unsupervised anomaly detection |
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