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CBSD68

Benchmarks

Task NameDataset NameSOTA ResultTrend
Color DenoisingCBSD68 (test)
PSNR (dB)40.36
62
Image DenoisingCBSD68 synthetic Gaussian (test)
PSNR33.21
56
Image DenoisingCBSD68 sigma=25 (test)
PSNR31.72
46
Image DenoisingCBSD68 sigma=50 (test)
PSNR28.56
42
Image DenoisingCBSD68
PSNR34.15
39
Image DenoisingCBSD68 sigma=15 (test)
PSNR34.35
34
Gaussian color image denoisingCBSD68
CPSNR34.42
27
Image DenoisingCBSD68 sigma=50
PSNR28.31
21
Image DenoisingCBSD68 sigma=25
PSNR31.53
21
Image DenoisingCBSD68 35 (test)
PSNR34.55
20
Image DenoisingCBSD68 Gaussian noise, σ = 25 (test)
PSNR30.92
17
Image DenoisingCBSD68 Poisson noise, ζ = 0.01 (test)
PSNR32.95
16
Gaussian color image denoisingCBSD68 (test)
PSNR (sigma=50)28.6
12
Color Image DenoisingCBSD68 sigma=30 (test)
PSNR30.75
11
Image DenoisingCBSD68 Color (test)
PSNR (σ=50)28.62
10
Image DenoisingCBSD68 Poisson Noise zeta=0.05
PSNR29.07
10
Image DenoisingCBSD68 Gaussian Noise, sigma=50
PSNR27.73
10
Blind Image DeblurringCBSD68 Gaussian Kernel 2 1.0 (test)
RMSE0.088
8
Blind Image DeblurringCBSD68 Gaussian Kernel 1 1.0 (test)
RMSE (x)0.051
8
Image DenoisingCBSD68
PSNR (Level 1)29.74
8
Image DenoisingCBSD68
PSNR (α=2)30.01
8
Image DenoisingCBSD68 Gamma Noise, k=50
PSNR33.41
7
Image DenoisingCBSD68 Gamma Noise, k=100
PSNR35.33
7
Gaussian Image DenoisingCBSD68 2001 (test)
PSNR (sigma=15)34.46
6
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