Image Generation on FFHQ-U

Metric: EQ-T (higher is better)

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#	Model↕	EQ-T▼	Extra Data	Paper	Date↕	Code
1	StyleGAN2 + Rotation equiv. (Alias-Free-R)	66.65	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
2	Alias-Free-R	64.78	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
3	StyleGAN2 + Flexible layers (Alias-Free-T)	63.01	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
4	Alias-Free-T	61.69	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
5	StyleGAN2 + Transformed Fourier features	45.2	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
6	StyleGAN2 + Non-critical sampling	43.9	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
7	StyleGAN2 + Filtered nonlinearities	30.6	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
8	StyleGAN2 + Boundaries & upsampling	24.62	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
9	StyleGAN2 + Simplified generator	19.47	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
10	StyleGAN2 + Fourier features	16.23	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
11	StyleGAN2 (70000 img, 1024^2, train from scratch)	15.89	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code
12	StyleGAN2 + No noise inputs	15.81	No	Alias-Free Generative Adversarial Networks	2021-06-23	Code

#1StyleGAN2 + Rotation equiv. (Alias-Free-R)SOTA
66.65
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#2Alias-Free-R
64.78
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#3StyleGAN2 + Flexible layers (Alias-Free-T)
63.01
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#4Alias-Free-T
61.69
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#5StyleGAN2 + Transformed Fourier features
45.2
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#6StyleGAN2 + Non-critical sampling
43.9
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#7StyleGAN2 + Filtered nonlinearities
30.6
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#8StyleGAN2 + Boundaries & upsampling
24.62
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#9StyleGAN2 + Simplified generator
19.47
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#10StyleGAN2 + Fourier features
16.23
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#11StyleGAN2 (70000 img, 1024^2, train from scratch)
15.89
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code
#12StyleGAN2 + No noise inputs
15.81
EQ-T· 2021-06-23
Alias-Free Generative Adversarial Networks Code