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SotA/Methodology/Anomaly Detection/STL-10

Anomaly Detection on STL-10

Metric: AUC-ROC (higher is better)

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#Model↕AUC-ROC▼AugmentationsPaperDate↕Code
1Shell-Renormalized0.999Yes--Code
2LVAD0.996No--Code
3LVAD0.977No--Code
4RSRAE0.944NoRobust Subspace Recovery Layer for Unsupervised ...2019-03-30Code
5DAGMM0.883No--Code
6Deep Unsup.0.866No---
7Isolation Forest0.638No---