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SotA/Methodology/Anomaly Detection/Cats-and-Dogs

Anomaly Detection on Cats-and-Dogs

Metric: ROC AUC (higher is better)

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#Model↕ROC AUC▼AugmentationsPaperDate↕Code
1PANDA97.3NoPANDA: Adapting Pretrained Features for Anomaly ...2020-10-12Code
2PANDA-OE94.5NoPANDA: Adapting Pretrained Features for Anomaly ...2020-10-12Code
3Self-Supervised One-class SVM, RBF kernel51.7NoPANDA: Adapting Pretrained Features for Anomaly ...2020-10-12Code
4Self-Supervised DeepSVDD50.5NoPANDA: Adapting Pretrained Features for Anomaly ...2020-10-12Code