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SotA/Computer Vision/Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly/Cats and Dogs

Unsupervised Anomaly Detection with Specified Settings -- 20% 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
1Shell-Renormalized0.953Yes--Code
2RSRAE0.917NoRobust Subspace Recovery Layer for Unsupervised ...2019-03-30Code
3DAGMM0.914No--Code
4LVAD0.851No--Code
5Deep Unsup.0.773No---
6IF0.706No---