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10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
SSIM
0.865
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 10 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
29.11
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 10 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.8727
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 40 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
32.94
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 40 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.921
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 40 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
35.77
10-shot image generation > Image Restoration > JPEG Artifact Correction
Urban100 (Quality 40 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.9561
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
37.12
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
36.88
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.924
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
36.56
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR-B
36.44
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
SSIM
0.902
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
DMCNN
http://arxiv.org/abs/1806.03275v2
PSNR
35.93
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
DMCNN
http://arxiv.org/abs/1806.03275v2
PSNR-B
35.79
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
DMCNN
http://arxiv.org/abs/1806.03275v2
SSIM
0.918
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR
35.04
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR-B
32.72
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
ARCNN
http://arxiv.org/abs/1504.06993v1
SSIM
0.905
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR
34.30
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR-B
34.18
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 20 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
SSIM
0.851
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSD500 (Quality 30 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
31.99
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSD500 (Quality 30 Color)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.9035
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 20 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
30.14
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 20 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
29.56
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 20 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.867
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 20 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
29.89
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 20 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
29.29
10-shot image generation > Image Restoration > JPEG Artifact Correction
BSDS500 (Quality 20 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.876
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
34.73
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
34.58
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.896
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
DMCNN
http://arxiv.org/abs/1806.03275v2
PSNR
34.18
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
DMCNN
http://arxiv.org/abs/1806.03275v2
PSNR-B
34.15
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
DMCNN
http://arxiv.org/abs/1806.03275v2
SSIM
0.874
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
34.12
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR-B
34.06
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
SSIM
0.884
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR
32.50
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR-B
32.42
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
SSIM
0.826
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR
31.13
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR-B
30.97
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Grayscale)
ARCNN
http://arxiv.org/abs/1504.06993v1
SSIM
0.794
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
32.18
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
32.15
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.815
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
32.11
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
32.47
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.815
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR
31.71
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR-B
32.02
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
IDCN
https://arxiv.org/abs/1810.08042v3
SSIM
0.809
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
DMCNN
http://arxiv.org/abs/1806.03275v2
PSNR
30.85
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
DMCNN
http://arxiv.org/abs/1806.03275v2
PSNR-B
31.31
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
DMCNN
http://arxiv.org/abs/1806.03275v2
SSIM
0.796
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
30.76
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR-B
31.21
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
MWCNN
http://arxiv.org/abs/1805.07071v2
SSIM
0.779
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR
30.06
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
PSNR-B
31.21
10-shot image generation > Image Restoration > JPEG Artifact Correction
ICB (Quality 10 Color)
ARCNN
http://arxiv.org/abs/1504.06993v1
SSIM
0.779
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
30.38
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.8266
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
30.12
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
29.80
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.822
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
PSNR
30.03
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
SSIM
0.8194
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
30.01
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
29.84
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
29.43
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.837
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
MemNet
http://arxiv.org/abs/1708.02209v1
PSNR
29.69
10-shot image generation > Image Restoration > JPEG Artifact Correction
Classic5 (Quality 10 Grayscale)
DnCNN-3
http://arxiv.org/abs/1608.03981v1
PSNR
29.4
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
PSNR
32.31
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
Hi-IR
https://arxiv.org/abs/2411.18588v1
SSIM
0.8938
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR
32.13
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
PSNR-B
31.57
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
FBCNN
https://arxiv.org/abs/2109.14573v1
SSIM
0.889
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
PSNR
32.1
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
Residual Dense Network +
https://arxiv.org/abs/1812.10477v2
SSIM
0.8886
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR
32.09
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
PSNR-B
32.00
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
IDCN
https://arxiv.org/abs/1810.08042v3
SSIM
0.9006
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR
32.04
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
PSNR-B
31.83
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
MWCNN
http://arxiv.org/abs/1805.07071v2
SSIM
0.8989
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR
31.86
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
PSNR-B
31.27
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
QGAC
https://arxiv.org/abs/2004.09320v2
SSIM
0.901
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
S-Net
http://arxiv.org/abs/1810.07960v1
PSNR
31.83
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
S-Net
http://arxiv.org/abs/1810.07960v1
PSNR-B
31.76
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
S-Net
http://arxiv.org/abs/1810.07960v1
SSIM
0.8975
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
MemNet
http://arxiv.org/abs/1708.02209v1
PSNR
31.83
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
MemNet
http://arxiv.org/abs/1708.02209v1
PSNR-B
31.74
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
MemNet
http://arxiv.org/abs/1708.02209v1
SSIM
0.8970
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
RED30
http://arxiv.org/abs/1606.08921v3
PSNR
31.73
10-shot image generation > Image Restoration > JPEG Artifact Correction
LIVE1 (Quality 20 Grayscale)
DPW-SDNet
http://arxiv.org/abs/1805.10558v1
PSNR
31.69