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Unsupervised Anomaly Detection With Specified 19

Metrics

AUC-ROC

Results

Performance results of various models on this benchmark

Paper Title
RSRAE0.981Robust Subspace Recovery Layer for Unsupervised Anomaly Detection
LVAD0.978Locally varying distance transform for unsupervised visual anomaly detection
IF0.878Isolation forest
Deep Unsup.0.862Deep unsupervised anomaly detection
DAGMM0.710Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
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Unsupervised Anomaly Detection With Specified 19 | SOTA | HyperAI