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CBSD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DeblurringCBSD68 (val)
PSNR26.47
140
Color Image DenoisingCBSD68
PSNR34.47
140
Image DenoisingCBSD68 (test)
PSNR48.1
92
Gaussian Image DenoisingCBSD68
PSNR34.55
57
Super-resolutionCBSD68
PSNR (CBSD68)25.61
49
Gaussian Image DenoisingCBSD68
PSNR28.69
30
Blind Image DenoisingCBSD68
PSNR40.43
30
Image DeblurringCBSD68
PSNR28.4
28
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
Gamma Image DenoisingCBSD68
PSNR35.53
16
Image DeblurringCBSD68 (test)
PSNR26.14
14
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
DenoisingCBSD68
PSNR (sigma=15)34.25
9
Gaussian DeblurringCBSD68 (Hard)
PSNR23.42
8
Gaussian DeblurringCBSD68 (Med.)
PSNR26.19
8
Motion DeblurringCBSD68 (Easy)
PSNR34.04
8
Joint Denoising & DeblurringCBSD68 (test)
PSNR27.13
8
Image DenoisingCBSD68
PSNR (d=0.002)29.96
8
Showing 25 of 35 rows