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One-class Classification on cat-vs-dog
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0.896
AUC
Contrastive (DA)
0.56008
0.64729
0.7345
0.82171
Nov 4, 2020
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Contrastive (DA)
Test time data augment...
2020.11
0.896
Contrastive (DA)
Classifier=OC-SVM
2020.11
0.896
Contrastive (DA)
Classifier=KDE
2020.11
0.896
Golan and El-Yaniv
Test time data augment...
2020.11
0.888
Contrastive
Classifier=OC-SVM
2020.11
0.877
Contrastive
Classifier=KDE
2020.11
0.877
Rotation prediction
Test time data augment...
2020.11
0.864
RotNet
Classifier=KDE
2020.11
0.864
Rotation Prediction
Classifier=KDE
2020.11
0.864
RotNet
Classifier=Rotation Cl...
2020.11
0.861
Rotation Prediction
Classifier=OC-SVM
2020.11
0.861
ResNet-50 (ImageNet)
Classifier=KDE
2020.11
0.746
ResNet-50 (ImageNet)
Classifier=OC-SVM
2020.11
0.745
Denoising
Classifier=OC-SVM
2020.11
0.573
Denoising
Classifier=KDE
2020.11
0.573
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