Facial Recognition and Modelling on FFHQ 512 x 512 - 16x upscaling

Metric: NIQE (higher is better)

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#	Model↕	NIQE▼	Extra Data	Paper	Date↕	Code
1	ESRGAN	15.383	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
2	WaveletCNN	11.45	No	-	-	-
3	Super-FAN	7.444	No	Super-FAN: Integrated facial landmark localizati...	2017-12-07	-
4	HiFaceGAN	6.767	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code

#1ESRGANSOTA
15.383
NIQE· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code
#2WaveletCNN
11.45
NIQE
No paper
#3Super-FANSOTA
7.444
NIQE· 2017-12-07
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
#4HiFaceGAN
6.767
NIQE· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code