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CBSD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DenoisingCBSD68 (test)
PSNR48.1
92
Color Image DenoisingCBSD68
PSNR34.43
58
Gaussian Image DenoisingCBSD68
PSNR28.69
30
Blind Image DenoisingCBSD68
PSNR40.43
30
Image De-noisingCBSD 68
PSNR34.42
24
Image DenoisingCBSD68 sigma=15
PSNR34.15
21
Image DenoisingCBSD (test)
PSNR35.14
21
Poisson Noise RemovalCBSD
PSNR31
21
Image Super-resolutionCBSD68
PSNR26.25
20
Gaussian Image DenoisingCBSD68
PSNR31.1
20
Gamma Image DenoisingCBSD68
PSNR35.53
16
Gaussian Image DenoisingCBSD68 (test)
PSNR (sigma=50)28.72
14
Image DenoisingCBSD68 sigma=75 (test)
PSNR25.4
14
Image DenoisingCBSD68
PSNR (sigma_n=50)28.51
10
DenoisingCBSD68 sigma=50
PSNR28.3
10
Joint Denoising & DeblurringCBSD68 (test)
PSNR27.13
8
Image DenoisingCBSD68
PSNR (d=0.002)29.96
8
Image DenoisingCBSD68
PSNR (σ=40)29.38
8
Color DenoisingCBSD68
Average PSNR (σ=50)28.35
8
Image DenoisingCBSD68
SSIM (Noise 15)0.933
7
Color Image DenoisingCBSD68
PSNR (sigma=15)34.43
6
Image DenoisingCBSD68 Salt&Pepper, d = 0.02 (test)
PSNR29.81
6
Image DenoisingCBSD68 Poisson, α = 3.5 (test)
PSNR27.67
6
Image DenoisingCBSD68 Spatial Gauss, σ = 55 (test)
PSNR27.6
6
Image DenoisingCBSD68
PSNR (sigma_n=15)34.32
5
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