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Benchmarks
Novelty Detection on CIFAR-10-FSDE
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96.4
AUROC
FITYMI
50.224
62.212
74.2
86.188
May 28, 2022
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
FITYMI
Training=Pre-trained
2022.05
96.4
CSI
Training=From Scratch
2022.05
87.4
Transformaly
Training=Pre-trained
2022.05
75
MSAD
Training=Pre-trained
2022.05
64.9
MHRot
Training=From Scratch,...
2022.05
64.5
DN2
Training=Pre-trained
2022.05
61.7
GT
Training=From Scratch,...
2022.05
60.5
One-class-OpenGAN
Training=Pre-trained
2022.05
58.1
PANDA
Training=Pre-trained
2022.05
57.7
DeepSAD
Training=From Scratch,...
2022.05
53.5
ADIB
Training=Pre-trained
2022.05
52
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