Image Generation on FFHQ

Metric: FID (lower is better)

LeaderboardDataset

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	Anycost GAN	2.77	No	Anycost GANs for Interactive Image Synthesis and...	2021-03-04	Code
2	StyleGAN2	2.84	No	Analyzing and Improving the Image Quality of Sty...	2019-12-03	Code
3	StyleGAN (no instance norm)	4.16	No	Improved Precision and Recall Metric for Assessi...	2019-04-15	Code
4	StyleGAN	4.42	No	A Style-Based Generator Architecture for Generat...	2018-12-12	Code
5	StyleSwin	5.07	No	StyleSwin: Transformer-based GAN for High-resolu...	2021-12-20	Code
6	HiT-B	6.37	No	Improved Transformer for High-Resolution GANs	2021-06-14	Code

#1Anycost GANSOTA
2.77
FID· 2021-03-04
Anycost GANs for Interactive Image Synthesis and Editing Code
#2StyleGAN2SOTA
2.84
FID· 2019-12-03
Analyzing and Improving the Image Quality of StyleGAN Code
#3StyleGAN (no instance norm)SOTA
4.16
FID· 2019-04-15
Improved Precision and Recall Metric for Assessing Generative Models Code
#4StyleGANSOTA
4.42
FID· 2018-12-12
A Style-Based Generator Architecture for Generative Adversarial Networks Code
#5StyleSwin
5.07
FID· 2021-12-20
StyleSwin: Transformer-based GAN for High-resolution Image Generation Code
#6HiT-B
6.37
FID· 2021-06-14
Improved Transformer for High-Resolution GANs Code