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SotA/Computer Vision/Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly/STL-10

Unsupervised Anomaly Detection with Specified Settings -- 20% 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-Renormalized0.999Yes--Code
2LVAD0.983No--Code
3RSARE0.971NoRobust Subspace Recovery Layer for Unsupervised ...2019-03-30Code
4DAGMM0.911No--Code
5Deep Unsup.0.869No---
6Isolation Forest0.718No---