SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 5160 of 76 papers

TitleStatusHype
Bridging Unsupervised and Semi-Supervised Anomaly Detection: A Theoretically-Grounded and Practical Framework with Synthetic Anomalies0
Deep Anomaly Detection and Search via Reinforcement Learning0
Deep evolving semi-supervised anomaly detection0
Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data0
Deep Semi-Supervised Anomaly Detection for Finding Fraud in the Futures Market0
Directional anomaly detection0
Disruption Precursor Onset Time Study Based on Semi-supervised Anomaly Detection0
Efficient Quantum One-Class Support Vector Machines for Anomaly Detection Using Randomized Measurements and Variable Subsampling0
Elsa: Energy-based learning for semi-supervised anomaly detection0
Enhanced semi-supervised stamping process monitoring with physically-informed feature extraction0
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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