Generative Adversarial Transformers

Benchmark Model Rank Results
image-generation-on-cityscapesGANformer#2FID-10k-training-steps: 5.7589
image-generation-on-cityscapesStyleGAN2#3FID-10k-training-steps: 8.35
image-generation-on-cityscapesGAN#4FID-10k-training-steps: 11.5652
image-generation-on-cityscapesSAGAN#5FID-10k-training-steps: 12.8077
image-generation-on-cityscapesVQGAN#6FID-10k-training-steps: 173.7971
image-generation-on-clevrGANformer#2FID-5k-training-steps: 9.1679
image-generation-on-clevrStyleGAN2#3FID-5k-training-steps: 16.0534
image-generation-on-clevrGAN#4FID-5k-training-steps: 25.0244
image-generation-on-clevrSAGAN#5FID-5k-training-steps: 26.0433
image-generation-on-clevrVQGAN#6FID-5k-training-steps: 32.6031
image-generation-on-ffhqStyleGAN2#7Clean-FID (70k): 2.98FID-10k-training-steps: 10.8309
image-generation-on-ffhqGANsformer#9FID-10k-training-steps: 12.8478
image-generation-on-ffhqGAN#10FID-10k-training-steps: 13.1844
image-generation-on-ffhqSAGAN#11FID-10k-training-steps: 16.2069
image-generation-on-ffhqVQGAN#12FID-10k-training-steps: 63.1165
image-generation-on-ffhq-256-x-256GANFormer#29FID: 7.42
image-generation-on-lsun-bedroom-256-x-256GANformer#21FID-10k-training-steps: 6.5085
image-generation-on-lsun-bedroom-256-x-256StyleGAN2#22FID-10k-training-steps: 11.5255
image-generation-on-lsun-bedroom-256-x-256GAN#23FID-10k-training-steps: 12.1567
image-generation-on-lsun-bedroom-256-x-256SAGAN#24FID-10k-training-steps: 14.0595
image-generation-on-lsun-bedroom-256-x-256VQGAN#25FID-10k-training-steps: 59.6333