Ensembling Off-the-shelf Models for GAN Training

Benchmark Model Rank Results
image-generation-on-afhq-catVision-aided GAN#1clean-KID: 0.46 ± .03clean-FID: 2.51 ± .02FID: 2.44
image-generation-on-afhq-dogVision-aided GAN#2FID: 4.60clean-FID: 4.73 ± .02clean-KID: 0.38 ± .01
image-generation-on-afhq-wildVision-aided GAN#1clean-KID: 0.38 ± .02clean-FID: 2.35 ± .02FID: 2.25
image-generation-on-lsun-cat-256-x-256Vision-aided GAN#1FID: 3.87Clean-FID (trainfull): 3.98 ± 0.03
image-generation-on-lsun-churches-256-x-256Vision-aided GAN#2FID: 1.72Clean-FID (trainfull): 1.72 ± 0.01
image-generation-on-lsun-horse-256-x-256Vision-aided GAN#1FID: 2.15Clean-FID (trainfull): 2.11