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Unsupervised Anomaly Detection With Specified 23

Metrics

AUC-ROC

Results

Performance results of various models on this benchmark

Paper Title
LVAD0.904Locally varying distance transform for unsupervised visual anomaly detection
Deep Unsup.0.835Deep unsupervised anomaly detection
IF0.797Isolation forest
RSRAE0.763Robust Subspace Recovery Layer for Unsupervised Anomaly Detection
DAGMM0.613Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
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