SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 4150 of 76 papers

TitleStatusHype
Reconstruction Error-based Anomaly Detection with Few Outlying Examples0
Robust Semi-Supervised Anomaly Detection via Adversarially Learned Continuous Noise Corruption0
Semi-supervised anomaly detection algorithm based on KL divergence (SAD-KL)0
Semi-Supervised Anomaly Detection Based on Quadratic Multiform Separation0
Semi-Supervised Anomaly Detection for the Determination of Vehicle Hijacking Tweets0
Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs0
Semi-Supervised Health Index Monitoring with Feature Generation and Fusion0
SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch0
Toward Supervised Anomaly Detection0
Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks0
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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