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ResearchFormerly WizWand

One-class classification on f-MNIST (test)

95.8AUCRotation Prediction
87.06489.33291.693.868Nov 4, 2020
Updated 8mo ago

Evaluation results

MethodLinks
Rotation PredictionClassifier=KDE2020.1195.8
Contrastive (DA)Classifier=OC-SVM2020.1194.8
RotNetClassifier=KDE2020.1194.6
Rotation PredictionClassifier=OC-SVM2020.1194.6
Contrastive (DA)Classifier=KDE2020.1194.5
DenoisingClassifier=OC-SVM2020.1193.9
ContrastiveClassifier=OC-SVM2020.1193.9
DenoisingClassifier=KDE2020.1193.7
ContrastiveClassifier=KDE2020.1193.6
ResNet-50 (ImageNet)Classifier=OC-SVM2020.1191.8
ResNet-50 (ImageNet)Classifier=KDE2020.1190.5
RotNetClassifier=Rotation Classifier2020.1187.4