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McMaster

Benchmarks

Task NameDataset NameSOTA ResultTrend
Color Image DenoisingMcMaster
PSNR35.64
56
Image DenoisingMcMaster (test)
PSNR35.46
32
Gaussian Image DenoisingMcMaster
PSNR30.51
30
AWGN removalMcMaster color (test)
PSNR35.09
30
Gaussian color image denoisingMcMaster (test)
PSNR35.73
30
Image DenoisingMcMaster
PSNR35.61
27
Gaussian color image denoisingMcMaster
CPSNR35.13
27
Image DenoisingMcMaster
PSNR (σ=25)33.48
24
Poisson Noise RemovalMcMaster
PSNR32.64
21
Gaussian Image DenoisingMcMaster 2011 (test)
PSNR (sigma=50)30.5
20
Color Image DenoisingMcMaster (test)
PSNR34.66
19
Image DenoisingMcMaster 2011 (test)
PSNR34.8
18
Image DemosaickingMcMaster (test)
PSNR40.78
14
Image DenoisingMcMaster Poisson noise, alpha=3.5
PSNR28.91
14
Image DemosaickingMcMaster 83 (test)
PSNR40.22
8
Image DenoisingMcMaster Mixture noise level 4
PSNR27.15
8
Image DenoisingMcMaster Mixture noise, level 3
PSNR28.24
8
Image DenoisingMcMaster Mixture noise, level 2
PSNR29.44
8
Image DenoisingMcMaster Mixture noise, level 1
PSNR29.91
8
Image DenoisingMcMaster Salt & pepper noise, d=0.012
PSNR21.59
8
Image DenoisingMcMaster Salt & pepper noise, d=0.008
PSNR24.03
8
Image DenoisingMcMaster Salt & pepper noise, d=0.004
PSNR27.45
8
Image DenoisingMcMaster Salt & pepper noise, d=0.002
PSNR29.51
8
Image DenoisingMcMaster Spatially-correlated noise, sigma=55
PSNR27.01
8
Image DenoisingMcMaster Spatially-correlated noise, sigma=50
PSNR27.65
8
Showing 25 of 42 rows