Anomaly Detection On Cats And Dogs
평가 지표
ROC AUC
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | 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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