Analyzing and Improving the Image Quality of StyleGAN

Benchmark Model Rank Results
conditional-image-generation-on-artbench-10StyleGAN2#4FID: 4.491
image-generation-on-ffhqStyleGAN2#2FID: 2.84Clean-FID (70k): 2.98
image-generation-on-ffhq-1024-x-1024StyleGAN2#7FID: 2.84
image-generation-on-lsun-cat-256-x-256StyleGAN2#5FID: 6.93Clean-FID (trainfull): 6.97 ± 0.16
image-generation-on-lsun-churches-256-x-256StyleGAN2#9FID: 3.86Clean-FID (trainfull): 4.28 ± 0.03
image-generation-on-lsun-horse-256-x-256StyleGAN2#4FID: 3.43Clean-FID (trainfull): 4.06 ± 0.03