Image Generation on LSUN Horse 256 x 256

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	Vision-aided GAN	2.15	No	Ensembling Off-the-shelf Models for GAN Training	2021-12-16	Code
2	Projected GAN	2.17	No	Projected GANs Converge Faster	2021-11-01	Code
3	ADM (dropout)	2.57	No	Diffusion Models Beat GANs on Image Synthesis	2021-05-11	Code
4	StyleGAN2	3.43	No	Analyzing and Improving the Image Quality of Sty...	2019-12-03	Code

#1Vision-aided GANSOTA
2.15
FID· 2021-12-16
Ensembling Off-the-shelf Models for GAN Training Code
#2Projected GANSOTA
2.17
FID· 2021-11-01
Projected GANs Converge Faster Code
#3ADM (dropout)SOTA
2.57
FID· 2021-05-11
Diffusion Models Beat GANs on Image Synthesis Code
#4StyleGAN2SOTA
3.43
FID· 2019-12-03
Analyzing and Improving the Image Quality of StyleGAN Code