SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 6170 of 76 papers

TitleStatusHype
Semi-supervised Anomaly Detection on Attributed GraphsCode0
AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on AnomaliesCode0
Graph Fairing Convolutional Networks for Anomaly DetectionCode0
Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor SignalsCode0
Generative Neural Networks for Anomaly Detection in Crowded ScenesCode0
Learning Temporal Regularity in Video SequencesCode0
Unseen Anomaly Detection on Networks via Multi-Hypersphere LearningCode0
Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial NetworksCode0
Machine learning-based identification of Gaia astrometric exoplanet orbitsCode0
MAPL: Memory Augmentation and Pseudo-Labeling for Semi-Supervised Anomaly DetectionCode0
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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