Image Super-Resolution on FFHQ 256 x 256 - 4x upscaling

Metric: MS-SSIM (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	MS-SSIM▼	Extra Data	Paper	Date↕	Code
1	HiFaceGAN	0.971	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
2	CAGFace	0.958	No	Component Attention Guided Face Super-Resolution...	2019-10-19	Code
3	FSRCNN	0.93	No	Accelerating the Super-Resolution Convolutional ...	2016-08-01	Code
4	EDSR	0.901	No	Enhanced Deep Residual Networks for Single Image...	2017-07-10	Code
5	SRCNN	0.9	No	Image Super-Resolution Using Deep Convolutional ...	2014-12-31	Code
6	EnhanceNet	0.897	No	EnhanceNet: Single Image Super-Resolution Throug...	2016-12-23	Code
7	SRFBN	0.895	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
8	SRGAN	0.757	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
9	ESRGAN	0.747	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code

#1HiFaceGANSOTA
0.971
MS-SSIM· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#2CAGFaceSOTA
0.958
MS-SSIM· 2019-10-19
Component Attention Guided Face Super-Resolution Network: CAGFace Code
#3FSRCNNSOTA
0.93
MS-SSIM· 2016-08-01
Accelerating the Super-Resolution Convolutional Neural Network Code
#4EDSR
0.901
MS-SSIM· 2017-07-10
Enhanced Deep Residual Networks for Single Image Super-Resolution Code
#5SRCNNSOTA
0.9
MS-SSIM· 2014-12-31
Image Super-Resolution Using Deep Convolutional Networks Code
#6EnhanceNet
0.897
MS-SSIM· 2016-12-23
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Code
#7SRFBN
0.895
MS-SSIM· 2019-03-23
Feedback Network for Image Super-Resolution Code
#8SRGAN
0.757
MS-SSIM· 2016-09-15
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Code
#9ESRGAN
0.747
MS-SSIM· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code