SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 4150 of 76 papers

TitleStatusHype
R2-AD2: Detecting Anomalies by Analysing the Raw GradientCode0
Unseen Anomaly Detection on Networks via Multi-Hypersphere LearningCode0
Semi-supervised anomaly detection algorithm based on KL divergence (SAD-KL)0
LesionPaste: One-Shot Anomaly Detection for Medical Images0
Anomaly Detection in File Fragment Classification of Image File Formats0
A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods0
From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets0
Elsa: Energy-based learning for semi-supervised anomaly detection0
Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-raysCode0
Iterative weak/self-supervised classification framework for abnormal events detectionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SS-Model + WS-Model + Sultani et al.AUC0.85Unverified
2SS-ModelAUC0.82Unverified
3LSTM-AEAUC0.54Unverified
4s2-VAEAUC0.54Unverified