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ResearchFormerly WizWand

Image Denoising on Standard Benchmark Images (test)

28.21PPS ScoreDnCNN
8.4513.5818.7123.84Oct 3, 2024
Updated 4mo ago

Evaluation results

MethodLinks
DnCNNNoise Type=Poisson2024.1028.21
NoisyNoise Type=Poisson2024.1026.33
MixTVNoise Type=Poisson2024.1024.86
MixTVNoise Type=S&P2024.1022.84
1-normNoise Type=Poisson2024.1022.51
MixTVNoise Type=Poisson + S&P2024.1021.99
MixTVNoise Type=S&P + Poisson2024.1021.94
DnCNNNoise Type=Gaussian2024.1021.87
MixTVNoise Type=uniform2024.1021.67
DnCNNNoise Type=Poisson + Gaussian2024.1021.16
MixTVNoise Type=Gaussian2024.1021.15
DnCNNNoise Type=Gaussian + Poisson2024.1021.15
DnCNNNoise Type=speckle2024.1021.07
MixTVNoise Type=uniform + Poisson2024.1020.72
MixTVNoise Type=Poisson + uniform2024.1020.71
MixTVNoise Type=Gaussian + Poisson2024.1020.51
DnCNNNoise Type=Poisson + speckle2024.1020.49
1-normNoise Type=S&P2024.1020.48
DnCNNNoise Type=speckle + Poisson2024.1020.45
MixTVNoise Type=Poisson + Gaussian2024.1020.41
MixTVNoise Type=uniform + S&P2024.1020.2
MixTVNoise Type=S&P + uniform2024.1020.12
1-normNoise Type=S&P + Poisson2024.1019.82
1-normNoise Type=Poisson + S&P2024.1019.71
MixTVNoise Type=speckle2024.1019.42
1-normNoise Type=Gaussian2024.1019.41
MixTVNoise Type=Gaussian + S&P2024.1019.29
MixTVNoise Type=S&P + Gaussian2024.1019.17
MixTVNoise Type=speckle + Poisson2024.1018.94
1-normNoise Type=Gaussian + Poisson2024.1018.88
MixTVNoise Type=Poisson + speckle2024.1018.88
1-normNoise Type=Poisson + Gaussian2024.1018.8
1-normNoise Type=uniform2024.1018.66
MixTVNoise Type=speckle + S&P2024.1018.23
MixTVNoise Type=S&P + speckle2024.1018.18
DnCNNNoise Type=Gaussian + speckle2024.1018.11
1-normNoise Type=uniform + Poisson2024.1018.05
1-normNoise Type=Gaussian + S&P2024.1018.04
DnCNNNoise Type=speckle + Gaussian2024.1018.01
1-normNoise Type=Poisson + uniform2024.1017.94
1-normNoise Type=S&P + Gaussian2024.1017.93
MixTVNoise Type=uniform + Gaussian2024.1017.65
MixTVNoise Type=Gaussian + uniform2024.1017.61
1-normNoise Type=uniform + S&P2024.1017.55
1-normNoise Type=speckle2024.1017.52
1-normNoise Type=S&P + uniform2024.1017.48
MixTVNoise Type=speckle + Gaussian2024.1017.44
MixTVNoise Type=Gaussian + speckle2024.1017.39
1-normNoise Type=speckle + Poisson2024.1017.15
MixTVNoise Type=speckle + uniform2024.1017.09
MixTVNoise Type=uniform + speckle2024.1017.09
1-normNoise Type=Poisson + speckle2024.1017.08
DnCNNNoise Type=uniform2024.1016.81
DnCNNNoise Type=Poisson + uniform2024.1016.81
DnCNNNoise Type=uniform + Poisson2024.1016.79
1-normNoise Type=speckle + S&P2024.1016.71
1-normNoise Type=S&P + speckle2024.1016.64
DnCNNNoise Type=S&P + Poisson2024.1016.62
DnCNNNoise Type=S&P + Gaussian2024.1016.6
DnCNNNoise Type=Poisson + S&P2024.1016.57
DnCNNNoise Type=Gaussian + S&P2024.1016.36
NoisyNoise Type=Gaussian2024.1016.16
1-normNoise Type=speckle + Gaussian2024.1016.04
1-normNoise Type=Gaussian + speckle2024.1015.96
DnCNNNoise Type=Gaussian + uniform2024.1015.92
DnCNNNoise Type=S&P + speckle2024.1015.91
DnCNNNoise Type=uniform + Gaussian2024.1015.9
1-normNoise Type=uniform + Gaussian2024.1015.88
DnCNNNoise Type=S&P2024.1015.86
1-normNoise Type=Gaussian + uniform2024.1015.79
DnCNNNoise Type=speckle + S&P2024.1015.6
1-normNoise Type=speckle + uniform2024.1015.4
1-normNoise Type=uniform + speckle2024.1015.4
DnCNNNoise Type=speckle + uniform2024.1015.36
DnCNNNoise Type=uniform + speckle2024.1015.3
NoisyNoise Type=Gaussian + Poisson2024.1015.1
NoisyNoise Type=Poisson + Gaussian2024.1015.04
DnCNNNoise Type=S&P + uniform2024.1014.51
DnCNNNoise Type=uniform + S&P2024.1014.49
NoisyNoise Type=speckle2024.1014.44
NoisyNoise Type=speckle + Poisson2024.1013.9
NoisyNoise Type=Poisson + speckle2024.1013.71
NoisyNoise Type=S&P2024.1011.58
NoisyNoise Type=S&P + Poisson2024.1011.23
NoisyNoise Type=Poisson + S&P2024.1011.06
NoisyNoise Type=uniform2024.1011
NoisyNoise Type=speckle + Gaussian2024.1010.88
NoisyNoise Type=Gaussian + speckle2024.1010.8
NoisyNoise Type=Poisson + uniform2024.1010.49
NoisyNoise Type=uniform + Poisson2024.1010.49
NoisyNoise Type=S&P + Gaussian2024.109.87
IsotropicNoise Type=Poisson2024.109.6
Isotropic + 1-normNoise Type=Poisson2024.109.59
1-norm + IsotropicNoise Type=Poisson2024.109.54
NoisyNoise Type=Gaussian + S&P2024.109.53
1-norm + IsotropicNoise Type=Poisson + S&P2024.109.52
1-norm + IsotropicNoise Type=S&P + Poisson2024.109.51
1-norm + IsotropicNoise Type=Poisson + uniform2024.109.36
1-norm + IsotropicNoise Type=uniform + Poisson2024.109.36
1-norm + IsotropicNoise Type=Gaussian2024.109.21