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BSD68

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DenoisingBSD68 (test)
PSNR37.73
129
DenoisingBSD68 sigma=25
PSNR31.6
118
Poisson Image DenoisingBSD68
PSNR33.01
61
Image DenoisingBSD68 sigma=25 (test)
PSNR31.84
59
Image DenoisingBSD68 sigma=25
PSNR31.59
55
Gaussian DenoisingBSD68 (test)
PSNR34.48
55
DenoisingBSD68 sigma=15
PSNR34.23
45
AWGN removalBSD68 color (test)
PSNR34.18
39
DenoisingBSD68 sigma=15 (test)
PSNR34.46
28
Image DenoisingBSD68 41 (test)
PSNR34.34
24
Image DenoisingBSD68 σ = 15
PSNR34.18
23
Image DenoisingBSD68 color
PSNR34.01
23
DenoisingBSD68 sigma=25 (test)
PSNR31.6
21
DenoisingBSD68 (test)
PSNR31.6
13
Compressive Sensing Image ReconstructionBSD68 (test)
PSNR39.28
13
DenoisingBSD68
PSNR (sigma=15)34.19
12
Image DespecklingBSD68 (test_37)
MSSIM65.6
12
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
DenoisingBSD68 sigma=75 (test)
PSNR22.87
8
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 15
NIQE5.13
6
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