SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 2130 of 76 papers

TitleStatusHype
Label-based Graph Augmentation with Metapath for Graph Anomaly DetectionCode0
Semi-Supervised Anomaly Detection for the Determination of Vehicle Hijacking Tweets0
Future Video Prediction from a Single Frame for Video Anomaly Detection0
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced RecognitionCode1
RoSAS: Deep Semi-Supervised Anomaly Detection with Contamination-Resilient Continuous SupervisionCode1
AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on AnomaliesCode0
On Diffusion Modeling for Anomaly DetectionCode1
AnoRand: A Semi Supervised Deep Learning Anomaly Detection Method by Random Labeling0
SAD: Semi-Supervised Anomaly Detection on Dynamic GraphsCode1
Reconstruction Error-based Anomaly Detection with Few Outlying Examples0
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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