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ResearchFormerly WizWand

OOD Detection on CIFAR-scale CelebA32

0.928Average AUROCCFS(1×2)
0.560880.656190.75150.84681May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CFS(1×2)Backbone=EDM, #F/img=12026.050.9280.846
CFSdec(1×1)Backbone=EDM, #F/img=12026.050.9140.827
CFS(1×2)Backbone=Improved Diffusion, #F/img=12026.050.9080.827
CFSdec(1×1)Backbone=Improved Diffusion, #F/img=12026.050.9070.823
MSMABackbone=Improved Diffusion, #F/img=102026.050.8810.808
DIFFPATHBackbone=Improved Diffusion, #F/img=102026.050.8290.743
MSMABackbone=EDM, #F/img=102026.050.790.673
DIFFPATHBackbone=EDM, #F/img=102026.050.7760.65
GEPCBackbone=Improved Diffusion, #F/img=82026.050.7490.65
GEPCBackbone=EDM, #F/img=82026.050.7450.648
DDPM-OODBackbone=Improved Diffusion, #F/img=3642026.050.5810.362
DDPM-OODBackbone=EDM, #F/img=3642026.050.5750.325