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ResearchFormerly WizWand

Image Generation on FFHQ 10k samples (train)

4.9FIDInsGen
3.866810.840917.81524.7891Jun 18, 2020Aug 16, 2020Oct 14, 2020Dec 12, 2020Feb 9, 2021Apr 9, 2021Jun 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
InsGenResolution=256x2562021.064.9
StyleGAN2 w/ ADAResolution=256x256, Horizontal Flip=true2021.067.29
StyleGAN2 + DiffAugmentAugmentation=DiffAugment (Color + Translation + Cutout)2020.067.86
StyleGAN2 w/ DiffAugmentResolution=256x2562021.067.86
ADA2020.068.13
StyleGAN22020.0614.75
zCRResolution=256x2562021.0623.02
StyleGAN2 w/ Adaptive dropoutResolution=256x2562021.0623.33
Auxiliary rotationResolution=256x2562021.0625.37
PA-GANResolution=256x2562021.0627.71
StyleGAN2 w/ Shallow mappingResolution=256x2562021.0627.71
StyleGAN2Resolution=256x2562021.0630.73