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9.22k
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 40 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
PSNR
34.29
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 40 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
SSIM
0.9063
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 40 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
34.27
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 40 Grayscale)
DnCNN-3
http://arxiv.org/abs/1608.03981v1
PSNR
33.77
10-shot image generation > Image Restoration > JPEG Artifact Correction
Live1 (Quality 50 Grayscale)
HyperRes
https://arxiv.org/abs/2206.05970v3
PSNR
34.39
10-shot image generation > Image Restoration > JPEG Artifact Correction
Live1 (Quality 50 Grayscale)
HyperRes
https://arxiv.org/abs/2206.05970v3
SSIM
0.94
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
32.62
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.8751
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
32.31
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
31.74
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.872
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
PSNR
32.19
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
SSIM
0.8704
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
32.16
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
31.98
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
31.37
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.885
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 20 Grayscale)
DnCNN-3
http://arxiv.org/abs/1608.03981v1
PSNR
31.63
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSD500 (Quality 20 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
30.61
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSD500 (Quality 20 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.874
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 40 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
33.37
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 40 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.9373
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
35.41
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
35.35
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.857
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
35.20
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
35.67
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.860
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
34.11
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR-B
34.69
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
SSIM
0.845
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR
33.31
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR-B
33.72
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
SSIM
0.807
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
29.67
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
29.22
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.821
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
29.54
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
29.04
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.833
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 30 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
38.43
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 30 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
33.37
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 30 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
32.32
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 30 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.913
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 30 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
33.12
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 30 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
32.42
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 30 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.907
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 20 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
31.36
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 20 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.9115
10-shot image generation > Image Restoration > JPEG Artifact Correction
Live1 (Quality 70 Grayscale)
HyperRes
https://arxiv.org/abs/2206.05970v3
PSNR
36.38
10-shot image generation > Image Restoration > JPEG Artifact Correction
Live1 (Quality 70 Grayscale)
HyperRes
https://arxiv.org/abs/2206.05970v3
SSIM
0.96
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 30 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
32.57
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 30 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.9279
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
33.73
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.9223
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
33.54
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
32.83
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.916
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
PSNR
33.54
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
SSIM
0.9156
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
33.45
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
33.23
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
32.50
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.925
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
DnCNN-3
http://arxiv.org/abs/1608.03981v1
PSNR
32.98
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
HyperRes
https://arxiv.org/abs/2206.05970v3
PSNR
32.56
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 30 Grayscale)
HyperRes
https://arxiv.org/abs/2206.05970v3
SSIM
0.91
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 20 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
33.51
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 20 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.925
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
27.85
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
27.52
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.799
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
27.69
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
27.36
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 10 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.810
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
30.66
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.8797
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
30.11
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
29.70
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.868
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR
30.04
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR-B
30.01
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
IDCN
https://arxiv.org/abs/1810.08042v3
SSIM
0.882
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
29.92
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
29.51
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.882
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
S-Net
http://arxiv.org/abs/1810.07960v1
PSNR
29.81
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
S-Net
http://arxiv.org/abs/1810.07960v1
PSNR-B
29.79
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
S-Net
http://arxiv.org/abs/1810.07960v1
SSIM
0.878
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
29.80
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR-B
29.78
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
SSIM
0.877
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
MemNet
http://arxiv.org/abs/1708.02209v1
PSNR
29.76
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
MemNet
http://arxiv.org/abs/1708.02209v1
PSNR-B
29.75
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
MemNet
http://arxiv.org/abs/1708.02209v1
SSIM
0.877
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
DPW-SDNet
http://arxiv.org/abs/1805.10558v1
PSNR
29.59
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
DPW-SDNet
http://arxiv.org/abs/1805.10558v1
PSNR-B
29.55
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
DPW-SDNet
http://arxiv.org/abs/1805.10558v1
SSIM
0.874
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR
29.23
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR-B
29.24