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BSD68

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DenoisingBSD68 (test)
PSNR37.73
129
DenoisingBSD68 sigma=25
PSNR31.6
70
Poisson Image DenoisingBSD68
PSNR33.01
61
Image DenoisingBSD68 sigma=25 (test)
PSNR31.84
59
DenoisingBSD68 sigma=15
PSNR34.23
45
AWGN removalBSD68 color (test)
PSNR34.18
39
Gaussian DenoisingBSD68 (test)
PSNR34.48
30
Image DenoisingBSD68 sigma=25
PSNR31.52
26
Image DenoisingBSD68 41 (test)
PSNR34.34
24
Image DenoisingBSD68 σ = 15
PSNR34.18
23
Image DenoisingBSD68 color
PSNR34.01
23
DenoisingBSD68 sigma=15 (test)
PSNR34.46
21
DenoisingBSD68 sigma=25 (test)
PSNR31.6
14
Compressive Sensing Image ReconstructionBSD68 (test)
PSNR39.28
13
Image DenoisingBSD68 sigma=50 (test)
PSNR28.3
12
Image DenoisingBSD68 Case 3
PSNR28.46
10
Image DenoisingBSD68 Case 2
PSNR28.67
10
Image InpaintingBSD68 MR = 0.50
PSNR26.8
9
Grayscale Image DenoisingBSD68 Gaussian noise sigma=50 synthetic (test)
PSNR27.23
8
Grayscale Image DenoisingBSD68 Gaussian noise sigma=25 synthetic (test)
PSNR30.01
8
Image DenoisingBSD68 σ=45
PSNR24.6
5
Image DenoisingBSD68 σ=40
PSNR26.32
5
DemosaickingBSD68
PSNR42.91
5
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