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

Metric: LPIPS (lower is better)

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#	Model↕	LPIPS▲	Extra Data	Paper	Date↕	Code
1	HiFaceGAN	0.2449	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
2	ESRGAN	0.3928	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
3	Super-FAN	0.4411	No	Super-FAN: Integrated facial landmark localizati...	2017-12-07	-
4	WaveletCNN	0.4909	No	-	-	-

#1HiFaceGANSOTA
0.2449
LPIPS· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#2ESRGANSOTA
0.3928
LPIPS· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code
#3Super-FANSOTA
0.4411
LPIPS· 2017-12-07
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
#4WaveletCNN
0.4909
LPIPS
No paper