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Unsupervised Anomaly Detection With Specified 22

Metrics

AUC-ROC

Results

Performance results of various models on this benchmark

Paper Title
LVAD0.938Locally varying distance transform for unsupervised visual anomaly detection
RSRAE0.851Robust Subspace Recovery Layer for Unsupervised Anomaly Detection
Deep Unsup.0.847Deep unsupervised anomaly detection
IF0.821Isolation forest
DAGMM0.629Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
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Unsupervised Anomaly Detection With Specified 22 | SOTA | HyperAI