Unsupervised Anomaly Detection With Specified 8
المقاييس
AUC-ROC
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
| Paper Title | ||
|---|---|---|
| LVAD | 0.998 | Locally varying distance transform for unsupervised visual anomaly detection |
| RSRAE | 0.995 | Robust Subspace Recovery Layer for Unsupervised Anomaly Detection |
| Isolation Forest | 0.890 | Isolation forest |
| Shell-Renormalized | 0.803 | Shell Theory: A Statistical Model of Reality |
| DAGMM | 0.574 | Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection |
| Deep Unsup. | 0.384 | Deep unsupervised anomaly detection |
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