16k on FFHQ 512 x 512 - 4x upscaling

Metric: SSIM (higher is better)

LeaderboardDataset

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#	Model↕	SSIM▼	Augmentations	Paper	Date↕	Code
1	UNET++	0.859	No	-	-	-
2	HiFaceGAN	0.838	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
3	SRFBN	0.827	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
4	EDSR	0.824	No	Enhanced Deep Residual Networks for Single Image...	2017-07-10	Code
5	WaveletCNN	0.806	No	-	-	-
6	ESRGAN	0.741	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
7	SRGAN	0.735	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
8	Super-FAN	0.729	No	Super-FAN: Integrated facial landmark localizati...	2017-12-07	-

#1UNET++
0.859
SSIM
No paper
#2HiFaceGANSOTA
0.838
SSIM· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#3SRFBNSOTA
0.827
SSIM· 2019-03-23
Feedback Network for Image Super-Resolution Code
#4EDSRSOTA
0.824
SSIM· 2017-07-10
Enhanced Deep Residual Networks for Single Image Super-Resolution Code
#5WaveletCNN
0.806
SSIM
No paper
#6ESRGAN
0.741
SSIM· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code
#7SRGANSOTA
0.735
SSIM· 2016-09-15
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Code
#8Super-FAN
0.729
SSIM· 2017-12-07
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs