Image Super-Resolution on FFHQ 512 x 512 - 4x upscaling

Metric: NIQE (higher is better)

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#	Model↕	NIQE▼	Extra Data	Paper	Date↕	Code
1	SRFBN	13.901	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
2	EDSR	13.636	No	Enhanced Deep Residual Networks for Single Image...	2017-07-10	Code
3	WaveletCNN	12.217	No	-	-	-
4	Super-FAN	8.719	No	Super-FAN: Integrated facial landmark localizati...	2017-12-07	-
5	SRGAN	7.378	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
6	ESRGAN	6.984	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
7	HiFaceGAN	6.961	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code

#1SRFBNSOTA
13.901
NIQE· 2019-03-23
Feedback Network for Image Super-Resolution Code
#2EDSRSOTA
13.636
NIQE· 2017-07-10
Enhanced Deep Residual Networks for Single Image Super-Resolution Code
#3WaveletCNN
12.217
NIQE
No paper
#4Super-FAN
8.719
NIQE· 2017-12-07
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
#5SRGANSOTA
7.378
NIQE· 2016-09-15
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Code
#6ESRGAN
6.984
NIQE· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code
#7HiFaceGAN
6.961
NIQE· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code