SOTAVerified

Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly

Papers

Showing 16 of 6 papers

TitleStatusHype
Locally varying distance transform for unsupervised visual anomaly detectionCode0
Shell Theory: A Statistical Model of RealityCode0
Deep unsupervised anomaly detection0
Robust Subspace Recovery Layer for Unsupervised Anomaly DetectionCode0
Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly DetectionCode0
Isolation forest0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Shell-RenormalizedAUC-ROC0.9Unverified
2DAGMMAUC-ROC0.88Unverified
3LVADAUC-ROC0.85Unverified
4RSRAEAUC-ROC0.81Unverified
5Isolation ForestAUC-ROC0.72Unverified
6Deep Unsup.AUC-ROC0.7Unverified