OpenCodePapers
image-super-resolution-on-ffhq-1024-x-1024-4x
Super-Resolution
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
1.978
0.975
33.04
0.875
HiFaceGAN
2020-05-11
Component Attention Guided Face Super-Resolution Network: CAGFace
✓ Link
12.4
0.971
34.1
0.906
CAGFace
2019-10-19
Enhanced Deep Residual Networks for Single Image Super-Resolution
✓ Link
15.54
0.933
28.34
0.827
EDSR
2017-07-10
Feedback Network for Image Super-Resolution
✓ Link
17.14
0.931
27.90
0.822
SRFBN
2019-03-23
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
✓ Link
19.07
0.934
29.42
0.832
EnhanceNet
2016-12-23
Accelerating the Super-Resolution Convolutional Neural Network
✓ Link
23.97
0.951
24.71
0.804
FSRCNN
2016-08-01
Image Super-Resolution Using Deep Convolutional Networks
✓ Link
31.84
0.924
27.40
0.801
SRCNN
2014-12-31
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
✓ Link
60.67
0.807
21.49
0.515
SRGAN
2016-09-15
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
✓ Link
72.73
0.782
19.84
0.353
ESRGAN
2018-09-01