SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 3140 of 76 papers

TitleStatusHype
Anomaly Detection in File Fragment Classification of Image File Formats0
Anomaly Detection with Domain Adaptation0
AnoRand: A Semi Supervised Deep Learning Anomaly Detection Method by Random Labeling0
Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures0
BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection0
Brain Tumor Anomaly Detection via Latent Regularized Adversarial Network0
Bridging Unsupervised and Semi-Supervised Anomaly Detection: A Theoretically-Grounded and Practical Framework with Synthetic Anomalies0
Improving Interpretability of Scores in Anomaly Detection Based on Gaussian-Bernoulli Restricted Boltzmann Machine0
LesionPaste: One-Shot Anomaly Detection for Medical Images0
Neural Batch Sampling with Reinforcement Learning for Semi-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