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Unsupervised Anomaly Detection With Specified 14

Metrics

AUC-ROC

Results

Performance results of various models on this benchmark

Paper Title
IF0.889Isolation forest
Deep Unsup.0.884Deep unsupervised anomaly detection
LVAD0.884Locally varying distance transform for unsupervised visual anomaly detection
DAGMM0.780Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
RSRAE0.689Robust Subspace Recovery Layer for Unsupervised Anomaly Detection
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