SOTAVerified

Unsupervised Anomaly Detection with Specified Settings -- 0.1% 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
Show:102550

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LVADAUC-ROC1Unverified
2RSRAEAUC-ROC1Unverified
3Isolation ForestAUC-ROC0.89Unverified
4Shell-RenormalizedAUC-ROC0.8Unverified
5DAGMMAUC-ROC0.57Unverified
6Deep Unsup.AUC-ROC0.38Unverified