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OOD detection on ImageNet-30 vs Places-365 (test)

0.967ROCAUCDN2
0.491720.615110.73850.86189Dec 14, 2021

Evaluation results

MethodLinks
DN2Network=CLIP ViT, Pre-trained=true2021.120.967
Deep ClusteringNetwork=CLIP ViT, Pre-trained=true2021.120.961
CSINetwork=ResNet-18, Pre-trained=false2021.120.783
RotNetwork=ResNet-18, Pre-trained=false2021.120.531
GOADNetwork=ResNet-18, Pre-trained=false2021.120.51