Anomaly Detection On Cats And Dogs
Metrics
ROC AUC
Results
Performance results of various models on this benchmark
Model Name | ROC AUC | Paper Title | Repository |
|---|---|---|---|
| Self-Supervised DeepSVDD | 50.5 | PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation | |
| Self-Supervised One-class SVM, RBF kernel | 51.7 | PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation | |
| PANDA | 97.3 | PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation | |
| PANDA-OE | 94.5 | PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation |
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