SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 7176 of 76 papers

TitleStatusHype
An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videosCode0
Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks0
Abnormal Event Detection in Videos using Generative Adversarial Nets0
Abnormal Event Detection in Videos using Spatiotemporal AutoencoderCode0
Learning Temporal Regularity in Video SequencesCode0
Toward Supervised 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