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SotA/Computer Vision/Unsupervised Anomaly Detection with Specified Settings -- 0.1% anomaly/Cats and Dogs

Unsupervised Anomaly Detection with Specified Settings -- 0.1% anomaly on Cats and Dogs

Metric: AUC-ROC (higher is better)

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Results

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#Model↕AUC-ROC▼Extra DataPaperDate↕Code
1RSRAE0.982NoRobust Subspace Recovery Layer for Unsupervised ...2019-03-30Code
2LVAD0.981No--Code
3Shell-Renormalized0.866Yes--Code
4DAGMM0.784No--Code
5Isolation Forest0.777No---
6Deep Unsup.0.545No---