A Style-Based Generator Architecture for Generative Adversarial Networks

Benchmark Model Rank Results
image-generation-on-celeba-hq-1024x1024StyleGAN#2FID: 5.06
image-generation-on-ffhqStyleGAN#4FID: 4.42Clean-FID (70k): 4.77
image-generation-on-ffhq-1024-x-1024StyleGAN#13FID: 4.4
image-generation-on-lsun-bedroom-1StyleGAN#1FID-50k: 2.65
image-generation-on-lsun-cat-256-x-256StyleGAN#8Clean-FID (trainfull): 8.72 ± 0.03
image-generation-on-lsun-churches-256-x-256StyleGAN#14FID: 4.21Clean-FID (trainfull): 4.75 ± 0.01
image-generation-on-lsun-horse-256-x-256StyleGAN#5Clean-FID (trainfull): 4.78 ± 0.03