SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 3140 of 76 papers

TitleStatusHype
AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on AnomaliesCode0
A Characteristic Function for Shapley-Value-Based Attribution of Anomaly ScoresCode0
R2-AD2: Detecting Anomalies by Analysing the Raw GradientCode0
PATH: A Discrete-sequence Dataset for Evaluating Online Unsupervised Anomaly Detection Approaches for Multivariate Time SeriesCode0
Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled DataCode0
SADDE: Semi-supervised Anomaly Detection with Dependable ExplanationsCode0
Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-raysCode0
Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks0
Using Channel State Information for Physical Tamper Attack Detection in OFDM Systems: A Deep Learning Approach0
Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection0
Show:102550
← PrevPage 4 of 8Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SS-Model + WS-Model + Sultani et al.AUC0.85Unverified
2SS-ModelAUC0.82Unverified
3LSTM-AEAUC0.54Unverified
4s2-VAEAUC0.54Unverified