SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 6170 of 76 papers

TitleStatusHype
A^3: Activation Anomaly AnalysisCode1
Semi-supervised Anomaly Detection on Attributed GraphsCode0
Semi-supervised Anomaly Detection using AutoEncodersCode1
Deep Weakly-supervised Anomaly DetectionCode0
A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices0
Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data0
Deep Semi-Supervised Anomaly DetectionCode0
Generative Neural Networks for Anomaly Detection in Crowded ScenesCode0
GANomaly: Semi-Supervised Anomaly Detection via Adversarial TrainingCode0
Real-world Anomaly Detection in Surveillance VideosCode1
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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