Image Generation on AFHQ Dog

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	Projected GAN	4.52	No	Projected GANs Converge Faster	2021-11-01	Code
2	Vision-aided GAN	4.6	No	Ensembling Off-the-shelf Models for GAN Training	2021-12-16	Code
3	Diffusion InsGen	4.83	No	Diffusion-GAN: Training GANs with Diffusion	2022-06-05	Code
4	StyleGAN2-ADA	7.41	No	Training Generative Adversarial Networks with Li...	2020-06-11	Code
5	DDMI	8.54	No	DDMI: Domain-Agnostic Latent Diffusion Models fo...	2024-01-23	Code

#1Projected GANSOTA
4.52
FID· 2021-11-01
Projected GANs Converge Faster Code
#2Vision-aided GAN
4.6
FID· 2021-12-16
Ensembling Off-the-shelf Models for GAN Training Code
#3Diffusion InsGen
4.83
FID· 2022-06-05
Diffusion-GAN: Training GANs with Diffusion Code
#4StyleGAN2-ADASOTA
7.41
FID· 2020-06-11
Training Generative Adversarial Networks with Limited Data Code
#5DDMI
8.54
FID· 2024-01-23
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations Code