One-class Classification on CIFAR-100 (test)
86.5AUCContrastive (DA)
Evaluation Results
| Method | Links | |
|---|---|---|
| Contrastive (DA)Classifier=OC-SVM2020.11 | 86.5 | |
| Contrastive (DA)Classifier=KDE2020.11 | 86.5 | |
| Rotation PredictionClassifier=KDE2020.11 | 84.1 | |
| ResNet-50 (ImageNet)Classifier=OC-SVM2020.11 | 83.7 | |
| ResNet-50 (ImageNet)Classifier=KDE2020.11 | 83.7 | |
| Rotation PredictionClassifier=OC-SVM2020.11 | 82.8 | |
| ContrastiveClassifier=OC-SVM2020.11 | 82.4 | |
| ContrastiveClassifier=KDE2020.11 | 82.4 | |
| RotNetClassifier=KDE2020.11 | 81.9 | |
| RotNetClassifier=Rotation Classifier2020.11 | 80.3 | |
| DenoisingClassifier=OC-SVM2020.11 | 75.2 | |
| DenoisingClassifier=KDE2020.11 | 75.2 |