SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 4150 of 76 papers

TitleStatusHype
Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial NetworksCode0
SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch0
HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection0
Deep Anomaly Detection and Search via Reinforcement Learning0
Semi-Supervised Anomaly Detection Based on Quadratic Multiform Separation0
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
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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