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Models/Image Unprocessing

Image Unprocessing

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Computer Vision4 results

DenoisingonDarmstadt Noise Dataset
PSNR (Raw)· 2018-11-27
48.88
SOTA
Unprocessing Images for Learned Raw Denoising arXiv:1811.11127
DenoisingonDarmstadt Noise Dataset
PSNR (sRGB)· 2018-11-27
40.35
SOTA
Unprocessing Images for Learned Raw Denoising arXiv:1811.11127
DenoisingonDarmstadt Noise Dataset
SSIM (Raw)· 2018-11-27
0.9821
SOTA
Unprocessing Images for Learned Raw Denoising arXiv:1811.11127
DenoisingonDarmstadt Noise Dataset
SSIM (sRGB)· 2018-11-27
0.9641
SOTA
Unprocessing Images for Learned Raw Denoising arXiv:1811.11127

Adversarial4 results

3D ArchitectureonDarmstadt Noise Dataset
PSNR (Raw)· 2018-11-27
48.88
SOTA
Unprocessing Images for Learned Raw Denoising arXiv:1811.11127
3D ArchitectureonDarmstadt Noise Dataset
PSNR (sRGB)· 2018-11-27
40.35
SOTA
Unprocessing Images for Learned Raw Denoising arXiv:1811.11127
3D ArchitectureonDarmstadt Noise Dataset
SSIM (Raw)· 2018-11-27
0.9821
SOTA
Unprocessing Images for Learned Raw Denoising arXiv:1811.11127
3D ArchitectureonDarmstadt Noise Dataset
SSIM (sRGB)· 2018-11-27
0.9641
SOTA
Unprocessing Images for Learned Raw Denoising arXiv:1811.11127