Super-Resolution on FFHQ 1024 x 1024 - 4x upscaling

Metric: FID (lower is better)

LeaderboardDataset

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	HiFaceGAN	1.978	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
2	CAGFace	12.4	No	Component Attention Guided Face Super-Resolution...	2019-10-19	Code
3	EDSR	15.54	No	Enhanced Deep Residual Networks for Single Image...	2017-07-10	Code
4	SRFBN	17.14	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
5	EnhanceNet	19.07	No	EnhanceNet: Single Image Super-Resolution Throug...	2016-12-23	Code
6	FSRCNN	23.97	No	Accelerating the Super-Resolution Convolutional ...	2016-08-01	Code
7	SRCNN	31.84	No	Image Super-Resolution Using Deep Convolutional ...	2014-12-31	Code
8	SRGAN	60.67	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
9	ESRGAN	72.73	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code

#1HiFaceGANSOTA
1.978
FID· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#2CAGFaceSOTA
12.4
FID· 2019-10-19
Component Attention Guided Face Super-Resolution Network: CAGFace Code
#3EDSRSOTA
15.54
FID· 2017-07-10
Enhanced Deep Residual Networks for Single Image Super-Resolution Code
#4SRFBN
17.14
FID· 2019-03-23
Feedback Network for Image Super-Resolution Code
#5EnhanceNetSOTA
19.07
FID· 2016-12-23
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Code
#6FSRCNNSOTA
23.97
FID· 2016-08-01
Accelerating the Super-Resolution Convolutional Neural Network Code
#7SRCNNSOTA
31.84
FID· 2014-12-31
Image Super-Resolution Using Deep Convolutional Networks Code
#8SRGAN
60.67
FID· 2016-09-15
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Code
#9ESRGAN
72.73
FID· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code