SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 3140 of 76 papers

TitleStatusHype
AGAD: Adversarial Generative Anomaly Detection0
Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection0
Disruption Precursor Onset Time Study Based on Semi-supervised Anomaly Detection0
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level LatenciesCode2
Robust Semi-Supervised Anomaly Detection via Adversarially Learned Continuous Noise Corruption0
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
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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