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ResearchFormerly WizWand

Image Generation on LSUN Church 256x256 50k (test)

1.59FIDProjected GAN
1.3383.0394.746.441Nov 10, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Projected GANArchitecture=Convolutions, Throughput (img/s)=143.64, # Params (M)=105.842022.111.59
D.Proj.GanArchitecture=Diffusion, # Params (M)=105.852022.111.85
StyleSwinArchitecture=Transformers, Throughput (img/s)=62.48, # Params (M)=48.932022.112.95
D.StyleGAN2Architecture=Diffusion, # Params (M)=23.942022.113.17
StyleNATArchitecture=Transformers, Throughput (img/s)=59.90, # Params (M)=48.922022.113.4
StyleGAN2Architecture=Convolutions, Throughput (img/s)=84.85, # Params (M)=30.032022.113.86
LDMArchitecture=Diffusion, Throughput (img/s)=1.28, # Params (M)=329.322022.114.02
UnleashingArchitecture=Diffusion, Throughput (img/s)=6.65, # Params (M)=159.962022.114.07
LFMArchitecture=Diffusion, Throughput (img/s)=4.18, # Params (M)=457.062022.115.54
DDPMArchitecture=Diffusion, # Params (M)=256.002022.117.89