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Set12

Benchmarks

Task NameDataset NameSOTA ResultTrend
Gray-scale image denoisingSet12
PSNR35.08
131
Image DenoisingSet12
PSNR42.85
62
Image DenoisingSet12 Parrot (test)
PSNR52.173
57
Image DenoisingSet12 Monarch (test)
PSNR51.907
57
Gaussian DenoisingSet12
Average PSNR32.92
47
Grayscale Image DenoisingSet12 8 (test)
PSNR33.49
31
Image DenoisingSet12 Starfish
PSNR52.475
30
Image DenoisingSet12 (Peppers)
PSNR53.326
30
Grayscale Image DenoisingSet12
PSNR32.82
30
Grayscale Image DenoisingSet12 (test)
PSNR (σ=50)29.08
29
Image DenoisingSet12 Starfish (test)
PSNR52.475
27
Image DenoisingSet12 Peppers (test)
PSNR53.326
27
Gaussian DenoisingSet12
PSNR (sigma=50)28.37
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
Image DenoisingSet12
PSNR31.01
15
Image DenoisingSet12
PSNR (lambda=15)27.73
15
Image DenoisingSet12
RMSE3.214
12
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
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