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Set12

Benchmarks

Task NameDataset NameSOTA ResultTrend
Gray-scale image denoisingSet12
PSNR35.08
131
Gaussian DenoisingSet12
Average PSNR32.92
47
Grayscale Image DenoisingSet12 (test)
PSNR (σ=50)29.08
29
Gaussian DenoisingSet12
PSNR (sigma=50)28.37
21
Image DenoisingSet12
PSNR33.37
21
Image DenoisingSet12 resized (test)
PSNR (dB)38.54
20
Poisson Image DenoisingSet12
PSNR31.79
20
Image DenoisingSet12 Noise Level 50
PSNR (dB)27.29
20
Image DenoisingSet12 Noise Level 25
PSNR (dB)30.44
20
Image DenoisingSet12 Noise Level 15
PSNR (dB)32.87
20
Gamma Image DenoisingSet12
PSNR33.21
16
AWGN RemovalSet12 sigma=25 (test)
PSNR - C.man30.39
10
AWGN RemovalSet12 sigma=15 (test)
PSNR (Cameraman)32.81
10
Image InpaintingSet12 MR = 0.75
PSNR22.4
9
Image InpaintingSet12 MR = 0.65
PSNR24.24
9
Image InpaintingSet12 MR = 0.50
PSNR26.74
9
Grayscale Image DenoisingSet12
PSNR32.6
9
DenoisingSet12 grayscale sigma=20/255 (test)
PSNR30.6
7
DenoisingSet12 grayscale sigma=10 255 (test)
PSNR33.7
7
Grayscale Image DenoisingSet12 Gaussian noise sigma=50 synthetic (test)
PSNR27.91
7
Grayscale Image DenoisingSet12 Gaussian noise sigma=25 synthetic (test)
PSNR31.01
7
Grayscale Image DenoisingSet12 Gaussian noise sigma=15 synthetic (test)
PSNR33.36
7
Grayscale Image DenoisingSet12
PSNR (sigma=15)33.49
6
Image DenoisingSet12 noise level 50 (test)
PSNR27.66
6
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