Image Generation on CelebA-HQ 128x128

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	U-Net GAN	2.03	No	A U-Net Based Discriminator for Generative Adver...	2020-02-28	Code
2	COCO-GAN	5.74	No	COCO-GAN: Generation by Parts via Conditional Co...	2019-03-30	Code
3	PA-GAN	15.4	No	Progressive Augmentation of GANs	2019-01-29	Code
4	CR+LT-SNDCGAN	16.84	No	LT-GAN: Self-Supervised GAN with Latent Transfor...	2020-10-19	-
5	CR-GAN	16.97	No	Consistency Regularization for Generative Advers...	2019-10-26	-
6	SS-GAN (sBN)	24.36	No	Self-Supervised GANs via Auxiliary Rotation Loss	2018-11-27	Code
7	QSNGAN	29.417	No	Quaternion Generative Adversarial Networks	2021-04-19	Code

#1U-Net GANSOTA
2.03
FID· 2020-02-28
A U-Net Based Discriminator for Generative Adversarial Networks Code
#2COCO-GANSOTA
5.74
FID· 2019-03-30
COCO-GAN: Generation by Parts via Conditional Coordinating Code
#3PA-GANSOTA
15.4
FID· 2019-01-29
Progressive Augmentation of GANs Code
#4CR+LT-SNDCGAN
16.84
FID· 2020-10-19
LT-GAN: Self-Supervised GAN with Latent Transformation Detection
#5CR-GAN
16.97
FID· 2019-10-26
Consistency Regularization for Generative Adversarial Networks
#6SS-GAN (sBN)SOTA
24.36
FID· 2018-11-27
Self-Supervised GANs via Auxiliary Rotation Loss Code
#7QSNGAN
29.417
FID· 2021-04-19
Quaternion Generative Adversarial Networks Code