SOTAVerified

Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly

Papers

Showing 1–6 of 6 papers

TitleStatusHype
Locally varying distance transform for unsupervised visual anomaly detectionCode0
Shell Theory: A Statistical Model of RealityCode0
Deep unsupervised anomaly detection—0
Robust Subspace Recovery Layer for Unsupervised Anomaly DetectionCode0
Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly DetectionCode0
Isolation forest—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Shell-RenormalizedAUC-ROC0.89—Unverified
2DAGMMAUC-ROC0.85—Unverified
3LVADAUC-ROC0.82—Unverified
4Deep Unsup.AUC-ROC0.69—Unverified
5IFAUC-ROC0.66—Unverified