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ResearchFormerly WizWand

OOD Detection on CIFAR-10 vs SVHN

99.9ROCAUCDeep Clustering for Multi-Class Anomaly Detection
4.63629.36854.178.832Dec 14, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Deep Clustering for Multi-Class Anomaly DetectionNetwork=ViT, Pre-trained=true2021.1299.9
CSINetwork=ResNet-18, Pre-trained=false2021.1299.8
Deep Clustering for Multi-Class Anomaly DetectionNetwork=ResNet-152, Pre-trained=true2021.1298.8
MSCLNetwork=ResNet-152, Pre-trained=true2021.1298.6
Deep Clustering for Multi-Class Anomaly DetectionNetwork=ResNet-18, Pre-trained=true2021.1298.6
RotNetwork=ResNet-18, Pre-trained=false2021.1297.8
GOADNetwork=ResNet-18, Pre-trained=false2021.1296.3
DN2Network=ResNet-152, Pre-trained=true2021.1296.2
Input ComplexityNetwork=Glow, Pre-trained=false2021.1295
DN2Network=ResNet-18, Pre-trained=true2021.1295
SCAN FeaturesNetwork=ResNet-18, Pre-trained=false2021.1294.3
Likelihood RatioNetwork=PixelCNN++, Pre-trained=false2021.1291.2
LikelihoodNetwork=Glow, Pre-trained=false2021.128.3