Image Generation on LSUN Church 256x256 50k (test)
1.59FIDProjected GAN
Evaluation Results
| Method | Links | |
|---|---|---|
| Projected GANArchitecture=Convolutions, Throughput (img/s)=143.64, # Params (M)=105.842022.11 | 1.59 | |
| D.Proj.GanArchitecture=Diffusion, # Params (M)=105.852022.11 | 1.85 | |
| StyleSwinArchitecture=Transformers, Throughput (img/s)=62.48, # Params (M)=48.932022.11 | 2.95 | |
| D.StyleGAN2Architecture=Diffusion, # Params (M)=23.942022.11 | 3.17 | |
| StyleNATArchitecture=Transformers, Throughput (img/s)=59.90, # Params (M)=48.922022.11 | 3.4 | |
| StyleGAN2Architecture=Convolutions, Throughput (img/s)=84.85, # Params (M)=30.032022.11 | 3.86 | |
| LDMArchitecture=Diffusion, Throughput (img/s)=1.28, # Params (M)=329.322022.11 | 4.02 | |
| UnleashingArchitecture=Diffusion, Throughput (img/s)=6.65, # Params (M)=159.962022.11 | 4.07 | |
| LFMArchitecture=Diffusion, Throughput (img/s)=4.18, # Params (M)=457.062022.11 | 5.54 | |
| DDPMArchitecture=Diffusion, # Params (M)=256.002022.11 | 7.89 |