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Unsupervised Anomaly Detection With Specified 27

Metrics

AUC-ROC

Results

Performance results of various models on this benchmark

Paper Title
IF0.915Isolation forest
LVAD0.899Locally varying distance transform for unsupervised visual anomaly detection
Deep Unsup.0.878Deep unsupervised anomaly detection
DAGMM0.788Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
RSRAE0.748Robust Subspace Recovery Layer for Unsupervised Anomaly Detection
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