Image Generation on ArtBench-10 (32x32)

Metric: FID (lower is better)

LeaderboardDataset

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	StyleGAN2 + ADA	2.625	No	Training Generative Adversarial Networks with Li...	2020-06-11	Code
2	ReACGAN + DiffAug	3.175	No	Rebooting ACGAN: Auxiliary Classifier GANs with ...	2021-11-01	Code
3	BigGAN + DiffAug	4.055	No	Large Scale GAN Training for High Fidelity Natur...	2018-09-28	Code
4	StyleGAN2	4.491	No	Analyzing and Improving the Image Quality of Sty...	2019-12-03	Code
5	BigGAN + CR	4.647	No	Consistency Regularization for Generative Advers...	2019-10-26	-
6	Projected GAN	11.837	No	Projected GANs Converge Faster	2021-11-01	Code

#1StyleGAN2 + ADASOTA
2.625
FID· 2020-06-11
Training Generative Adversarial Networks with Limited Data Code
#2ReACGAN + DiffAug
3.175
FID· 2021-11-01
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training Code
#3BigGAN + DiffAugSOTA
4.055
FID· 2018-09-28
Large Scale GAN Training for High Fidelity Natural Image Synthesis Code
#4StyleGAN2
4.491
FID· 2019-12-03
Analyzing and Improving the Image Quality of StyleGAN Code
#5BigGAN + CR
4.647
FID· 2019-10-26
Consistency Regularization for Generative Adversarial Networks
#6Projected GAN
11.837
FID· 2021-11-01
Projected GANs Converge Faster Code