Anomaly Detection on Cats-and-Dogs

Metric: ROC AUC (higher is better)

LeaderboardDataset

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#	Model↕	ROC AUC▼	Augmentations	Paper	Date↕	Code
1	PANDA	97.3	No	PANDA: Adapting Pretrained Features for Anomaly ...	2020-10-12	Code
2	PANDA-OE	94.5	No	PANDA: Adapting Pretrained Features for Anomaly ...	2020-10-12	Code
3	Self-Supervised One-class SVM, RBF kernel	51.7	No	PANDA: Adapting Pretrained Features for Anomaly ...	2020-10-12	Code
4	Self-Supervised DeepSVDD	50.5	No	PANDA: Adapting Pretrained Features for Anomaly ...	2020-10-12	Code

#1PANDASOTA
97.3
ROC AUC· 2020-10-12
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation Code
#2PANDA-OE
94.5
ROC AUC· 2020-10-12
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation Code
#3Self-Supervised One-class SVM, RBF kernel
51.7
ROC AUC· 2020-10-12
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation Code
#4Self-Supervised DeepSVDD
50.5
ROC AUC· 2020-10-12
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation Code