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SotA/Computer Vision/Unsupervised Anomaly Detection with Specified Settings -- 10% anomaly/STL-10

Unsupervised Anomaly Detection with Specified Settings -- 10% anomaly on STL-10

Metric: AUC-ROC (higher is better)

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Results

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#Model↕AUC-ROC▼Extra DataPaperDate↕Code
1Shell-Renormalized0.997Yes--Code
2LVAD0.979No--Code
3RSRAE0.972NoRobust Subspace Recovery Layer for Unsupervised ...2019-03-30Code
4Deep Unsup.0.906No---
5DAGMM0.826No--Code
6IF0.797No---