OpenCodePapers
image-super-resolution-on-ffhq-512-x-512-4x
Super-Resolution
Image Super-Resolution
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Paper
Code
PSNR
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SSIM
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MS-SSIM
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LLE
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FED
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FID
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LPIPS
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NIQE
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ModelName
ReleaseDate
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HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment
✓ Link
30.824
0.838
0.971
2.071
0.0716
1.898
0.0723
6.961
HiFaceGAN
2020-05-11
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30.465
0.859
0.976
UNET++
Enhanced Deep Residual Networks for Single Image Super-Resolution
✓ Link
30.188
0.824
0.961
2.003
0.0843
20.605
0.2475
13.636
EDSR
2017-07-10
Feedback Network for Image Super-Resolution
✓ Link
29.577
0.827
0.953
2.066
0.0984
20.032
0.2406
13.901
SRFBN
2019-03-23
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution
28.750
0.806
0.952
2.702
0.0964
16.472
0.2443
12.217
WaveletCNN
2017-10-01
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
✓ Link
27.494
0.735
0.935
2.269
0.1097
4.396
0.1313
7.378
SRGAN
2016-09-15
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
✓ Link
27.134
0.741
0.935
2.261
0.1107
3.503
0.1221
6.984
ESRGAN
2018-09-01
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
25.463
0.729
0.913
2.333
0.1416
14.811
0.2357
8.719
Super-FAN
2017-12-07