OpenCodePapers
image-super-resolution-on-ffhq-256-x-256-4x
Image Super-Resolution
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Paper
Code
FID
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MS-SSIM
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PSNR
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SSIM
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ModelName
ReleaseDate
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HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment
✓ Link
5.36
0.971
28.65
0.816
HiFaceGAN
2020-05-11
Component Attention Guided Face Super-Resolution Network: CAGFace
✓ Link
74.43
0.958
27.42
0.816
CAGFace
2019-10-19
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
✓ Link
116.38
0.897
23.64
0.701
EnhanceNet
2016-12-23
Enhanced Deep Residual Networks for Single Image Super-Resolution
✓ Link
129.14
0.901
22.47
0.706
EDSR
2017-07-10
Feedback Network for Image Super-Resolution
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132.59
0.895
21.96
0.693
SRFBN
2019-03-23
Accelerating the Super-Resolution Convolutional Neural Network
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139.78
0.930
22.45
0.709
FSRCNN
2016-08-01
Image Super-Resolution Using Deep Convolutional Networks
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147.21
0.900
23.12
0.688
SRCNN
2014-12-31
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
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156.07
0.757
17.57
0.415
SRGAN
2016-09-15
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
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166.36
0.747
15.43
0.267
ESRGAN
2018-09-01
Bayesian Image Reconstruction using Deep Generative Models
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24.16
0.70
BRGM
2020-12-08
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
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15.74
0.37
PULSE
2020-03-08