Image Generation on FFHQ-U

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	Alias-Free-R	3.66	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
2	Alias-Free-T	3.67	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
3	StyleGAN2 (70000 img, 1024^2, train from scratch)	3.79	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
4	StyleGAN2 + Rotation equiv. (Alias-Free-R)	4.5	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
5	StyleGAN2 + No noise inputs	4.54	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
6	StyleGAN2 + Flexible layers (Alias-Free-T)	4.62	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
7	StyleGAN2 + Transformed Fourier features	4.64	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
8	StyleGAN2 + Non-critical sampling	4.78	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
9	StyleGAN2 + Fourier features	4.79	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
10	StyleGAN2	5.14	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
11	StyleGAN2 + Simplified generator	5.21	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
12	StyleGAN2 + Boundaries & upsampling	6.02	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
13	StyleGAN2 + Filtered nonlinearities	6.35	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code

#1Alias-Free-RSOTA
3.66
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#2Alias-Free-TSOTA
3.67
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#3StyleGAN2 (70000 img, 1024^2, train from scratch)SOTA
3.79
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#4StyleGAN2 + Rotation equiv. (Alias-Free-R)SOTA
4.5
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#5StyleGAN2 + No noise inputsSOTA
4.54
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#6StyleGAN2 + Flexible layers (Alias-Free-T)SOTA
4.62
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#7StyleGAN2 + Transformed Fourier featuresSOTA
4.64
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#8StyleGAN2 + Non-critical samplingSOTA
4.78
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#9StyleGAN2 + Fourier featuresSOTA
4.79
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#10StyleGAN2SOTA
5.14
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#11StyleGAN2 + Simplified generatorSOTA
5.21
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#12StyleGAN2 + Boundaries & upsamplingSOTA
6.02
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#13StyleGAN2 + Filtered nonlinearitiesSOTA
6.35
FID· 2021-06-23
Alias-Free Generative Adversarial Networks Code