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Models/CBDNet

CBDNet

Reported on 14 benchmarks across 4 tasks · 1 paper · 14 SOTA

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

Medical6 results

Noise EstimationonSIDD
Average KL Divergence· 2018-07-12
0.728
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
Noise EstimationonSIDD
PSNR Gap· 2018-07-12
8.3
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
Image DenoisingonSIDD
PSNR (sRGB)· uses extra data· 2018-07-12
30.78
best: 40.39 (CGNet)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
Image DenoisingonSIDD
SSIM (sRGB)· uses extra data· 2018-07-12
0.801
best: 0.973 (NBNet)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
Image DenoisingonDND
PSNR (sRGB)· uses extra data· 2018-07-12
38.06
best: 40.594 (DualDn)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
Image DenoisingonDND
SSIM (sRGB)· uses extra data· 2018-07-12
0.942
best: 0.966 (DualDn)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686

Computer Vision4 results

DenoisingonSIDD
PSNR (sRGB)· uses extra data· 2018-07-12
30.78
best: 40.39 (CGNet)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
DenoisingonSIDD
SSIM (sRGB)· uses extra data· 2018-07-12
0.801
best: 0.973 (NBNet)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
DenoisingonDND
PSNR (sRGB)· uses extra data· 2018-07-12
38.06
best: 40.594 (DualDn)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
DenoisingonDND
SSIM (sRGB)· uses extra data· 2018-07-12
0.942
best: 0.966 (DualDn)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686

Adversarial4 results

3D ArchitectureonSIDD
PSNR (sRGB)· uses extra data· 2018-07-12
30.78
best: 40.39 (CGNet)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
3D ArchitectureonSIDD
SSIM (sRGB)· uses extra data· 2018-07-12
0.801
best: 0.973 (NBNet)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
3D ArchitectureonDND
PSNR (sRGB)· uses extra data· 2018-07-12
38.06
best: 40.594 (DualDn)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686
3D ArchitectureonDND
SSIM (sRGB)· uses extra data· 2018-07-12
0.942
best: 0.966 (DualDn)
SOTA
Toward Convolutional Blind Denoising of Real Photographs arXiv:1807.04686