16k on FFHQ 256 x 256 - 4x upscaling

Metric: SSIM (higher is better)

LeaderboardDataset

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#	Model↕	SSIM▼	Augmentations	Paper	Date↕	Code
1	HiFaceGAN	0.816	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
2	CAGFace	0.816	No	Component Attention Guided Face Super-Resolution...	2019-10-19	Code
3	FSRCNN	0.709	No	Accelerating the Super-Resolution Convolutional ...	2016-08-01	Code
4	EDSR	0.706	No	Enhanced Deep Residual Networks for Single Image...	2017-07-10	Code
5	EnhanceNet	0.701	No	EnhanceNet: Single Image Super-Resolution Throug...	2016-12-23	Code
6	BRGM	0.7	No	Bayesian Image Reconstruction using Deep Generat...	2020-12-08	Code
7	SRFBN	0.693	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
8	SRCNN	0.688	No	Image Super-Resolution Using Deep Convolutional ...	2014-12-31	Code
9	SRGAN	0.415	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
10	PULSE	0.37	No	PULSE: Self-Supervised Photo Upsampling via Late...	2020-03-08	Code
11	ESRGAN	0.267	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code

#1HiFaceGAN
0.816
SSIM· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#2CAGFaceSOTA
0.816
SSIM· 2019-10-19
Component Attention Guided Face Super-Resolution Network: CAGFace Code
#3FSRCNNSOTA
0.709
SSIM· 2016-08-01
Accelerating the Super-Resolution Convolutional Neural Network Code
#4EDSR
0.706
SSIM· 2017-07-10
Enhanced Deep Residual Networks for Single Image Super-Resolution Code
#5EnhanceNet
0.701
SSIM· 2016-12-23
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Code
#6BRGM
0.7
SSIM· 2020-12-08
Bayesian Image Reconstruction using Deep Generative Models Code
#7SRFBN
0.693
SSIM· 2019-03-23
Feedback Network for Image Super-Resolution Code
#8SRCNNSOTA
0.688
SSIM· 2014-12-31
Image Super-Resolution Using Deep Convolutional Networks Code
#9SRGAN
0.415
SSIM· 2016-09-15
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Code
#10PULSE
0.37
SSIM· 2020-03-08
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Code
#11ESRGAN
0.267
SSIM· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code