3D Object Super-Resolution on FFHQ 256 x 256 - 4x upscaling

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	HiFaceGAN	28.65	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
2	CAGFace	27.42	No	Component Attention Guided Face Super-Resolution...	2019-10-19	Code
3	BRGM	24.16	No	Bayesian Image Reconstruction using Deep Generat...	2020-12-08	Code
4	EnhanceNet	23.64	No	EnhanceNet: Single Image Super-Resolution Throug...	2016-12-23	Code
5	SRCNN	23.12	No	Image Super-Resolution Using Deep Convolutional ...	2014-12-31	Code
6	EDSR	22.47	No	Enhanced Deep Residual Networks for Single Image...	2017-07-10	Code
7	FSRCNN	22.45	No	Accelerating the Super-Resolution Convolutional ...	2016-08-01	Code
8	SRFBN	21.96	No	Feedback Network for Image Super-Resolution	2019-03-23	Code
9	SRGAN	17.57	No	Photo-Realistic Single Image Super-Resolution Us...	2016-09-15	Code
10	PULSE	15.74	No	PULSE: Self-Supervised Photo Upsampling via Late...	2020-03-08	Code
11	ESRGAN	15.43	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code

#1HiFaceGANSOTA
28.65
PSNR· 2020-05-11
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Code
#2CAGFaceSOTA
27.42
PSNR· 2019-10-19
Component Attention Guided Face Super-Resolution Network: CAGFace Code
#3BRGM
24.16
PSNR· 2020-12-08
Bayesian Image Reconstruction using Deep Generative Models Code
#4EnhanceNetSOTA
23.64
PSNR· 2016-12-23
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Code
#5SRCNNSOTA
23.12
PSNR· 2014-12-31
Image Super-Resolution Using Deep Convolutional Networks Code
#6EDSR
22.47
PSNR· 2017-07-10
Enhanced Deep Residual Networks for Single Image Super-Resolution Code
#7FSRCNN
22.45
PSNR· 2016-08-01
Accelerating the Super-Resolution Convolutional Neural Network Code
#8SRFBN
21.96
PSNR· 2019-03-23
Feedback Network for Image Super-Resolution Code
#9SRGAN
17.57
PSNR· 2016-09-15
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Code
#10PULSE
15.74
PSNR· 2020-03-08
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Code
#11ESRGAN
15.43
PSNR· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Code