SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 2130 of 76 papers

TitleStatusHype
AnoRand: A Semi Supervised Deep Learning Anomaly Detection Method by Random Labeling0
From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets0
AGAD: Adversarial Generative Anomaly Detection0
Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data0
Disruption Precursor Onset Time Study Based on Semi-supervised Anomaly Detection0
ESAD: End-to-end Deep 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
Future Video Prediction from a Single Frame for Video Anomaly Detection0
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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