3D Face Reconstruction on FFHQ 512 x 512 - 16x upscaling

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	HiFaceGAN	11.389	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
2	ESRGAN	50.901	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
3	WaveletCNN	60.916	No	-	-	-
4	Super-FAN	63.693	No	Super-FAN: Integrated facial landmark localizati...	2017-12-07	-

#1HiFaceGANSOTA
11.389
FID· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#2ESRGANSOTA
50.901
FID· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code
#3WaveletCNN
60.916
FID
No paper
#4Super-FANSOTA
63.693
FID· 2017-12-07
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs