One-class classification on f-MNIST (test)
95.8AUCRotation Prediction
Evaluation Results
| Method | Links | |
|---|---|---|
| Rotation PredictionClassifier=KDE2020.11 | 95.8 | |
| Contrastive (DA)Classifier=OC-SVM2020.11 | 94.8 | |
| RotNetClassifier=KDE2020.11 | 94.6 | |
| Rotation PredictionClassifier=OC-SVM2020.11 | 94.6 | |
| Contrastive (DA)Classifier=KDE2020.11 | 94.5 | |
| DenoisingClassifier=OC-SVM2020.11 | 93.9 | |
| ContrastiveClassifier=OC-SVM2020.11 | 93.9 | |
| DenoisingClassifier=KDE2020.11 | 93.7 | |
| ContrastiveClassifier=KDE2020.11 | 93.6 | |
| ResNet-50 (ImageNet)Classifier=OC-SVM2020.11 | 91.8 | |
| ResNet-50 (ImageNet)Classifier=KDE2020.11 | 90.5 | |
| RotNetClassifier=Rotation Classifier2020.11 | 87.4 |