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Benchmarks
Novelty Detection on CIFAR-10 vs CIFAR-100
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0.9
AUROC
FITYMI
0.484
0.592
0.7
0.808
May 28, 2022
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
FITYMI
Training=Pre-trained
2022.05
0.9
Transformaly
Training=Pre-trained
2022.05
0.823
MSAD
Training=Pre-trained
2022.05
0.795
PANDA
Training=Pre-trained
2022.05
0.768
CSI
Training=From Scratch
2022.05
0.761
MHRot
Training=From Scratch,...
2022.05
0.631
GT
Training=From Scratch,...
2022.05
0.626
ADIB
Training=Pre-trained
2022.05
0.607
DN2
Training=Pre-trained
2022.05
0.585
DeepSAD
Training=From Scratch,...
2022.05
0.5
One-class-OpenGAN
Training=Pre-trained
2022.05
0.5
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