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Models/DPW-SDNet

DPW-SDNet

Reported on 24 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision12 results

Image RestorationonLive1 (Quality 10 Grayscale)
PSNR· 2018-05-27
29.4
best: 29.94 (Hi-IR)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLive1 (Quality 10 Grayscale)
PSNR-B· 2018-05-27
29.34
best: 29.66 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLive1 (Quality 10 Grayscale)
SSIM· 2018-05-27
0.8235
best: 0.84 (QGAC)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 10 Color)
PSNR· 2018-05-27
27.26
best: 28.36 (Hi-IR)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 10 Color)
PSNR-B· 2018-05-27
27.28
best: 27.63 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 10 Color)
SSIM· 2018-05-27
0.803
best: 0.819 (QGAC)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 20 Color)
PSNR· 2018-05-27
29.59
best: 30.66 (Hi-IR)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 20 Color)
PSNR-B· 2018-05-27
29.55
best: 30.01 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 20 Color)
SSIM· 2018-05-27
0.874
best: 0.882 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 20 Grayscale)
PSNR· 2018-05-27
31.69
best: 32.31 (Hi-IR)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 20 Grayscale)
PSNR-B· 2018-05-27
31.6
best: 32 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
Image RestorationonLIVE1 (Quality 20 Grayscale)
SSIM· 2018-05-27
0.8891
best: 0.901 (QGAC)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558

Audio12 results

10-shot image generationonLive1 (Quality 10 Grayscale)
PSNR· 2018-05-27
29.4
best: 29.94 (Hi-IR)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLive1 (Quality 10 Grayscale)
PSNR-B· 2018-05-27
29.34
best: 29.66 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLive1 (Quality 10 Grayscale)
SSIM· 2018-05-27
0.8235
best: 0.84 (QGAC)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 10 Color)
PSNR· 2018-05-27
27.26
best: 28.36 (Hi-IR)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 10 Color)
PSNR-B· 2018-05-27
27.28
best: 27.63 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 10 Color)
SSIM· 2018-05-27
0.803
best: 0.819 (QGAC)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 20 Color)
PSNR· 2018-05-27
29.59
best: 30.66 (Hi-IR)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 20 Color)
PSNR-B· 2018-05-27
29.55
best: 30.01 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 20 Color)
SSIM· 2018-05-27
0.874
best: 0.882 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 20 Grayscale)
PSNR· 2018-05-27
31.69
best: 32.31 (Hi-IR)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 20 Grayscale)
PSNR-B· 2018-05-27
31.6
best: 32 (IDCN)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558
10-shot image generationonLIVE1 (Quality 20 Grayscale)
SSIM· 2018-05-27
0.8891
best: 0.901 (QGAC)
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images arXiv:1805.10558