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BSD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DenoisingBSD68
PSNR40.16
404
Super-ResolutionBSD100
PSNR34.85
329
Image Super-ResolutionBSD100
PSNR (dB)46.63
271
Single Image Super-ResolutionBSD100
PSNR32.77
211
Super-ResolutionBSD100
PSNR32.37
149
Image DenoisingBSD68 grayscale (test)
PSNR37.95
101
Grayscale Image DenoisingBSD68
PSNR32
96
Gaussian DenoisingBSD68
PSNR31.81
89
Image DenoisingBSD200 (test)
PSNR36.36
84
Image DenoisingBSD300
PSNR (dB)40.9
78
Compressive Sensing RecoveryBSD68
PSNR41.14
50
Image DenoisingBSD68 (σ = 25)
PSNR31.6
48
Image ReconstructionBSD100 (val)
PSNR44.94
48
DenoisingBSD68 sigma=50
PSNR28.33
45
Image Super-ResolutionBSD100
PSNR32.37
39
Image DenoisingBSD200
PSNR28.2
39
Image Denoisingcolor-BSD68 (test)
PSNR33.89
37
DenoisingBSD68 sigma=50 (test)
PSNR28.65
36
Image DenoisingBSD (test)
PSNR33.63
36
Color Image DenoisingBSD68 (test)
PSNR36.53
32
Grayscale Image DenoisingBSD68 104 (test)
PSNR32.02
31
Classical Image Super-ResolutionBSD100 104 (test)
PSNR32.67
30
Image DenoisingBSD68
PSNR (sigma=15)34.5
30
Image Super-ResolutionBSD200 (test)
PSNR31.8
27
Blind DeconvolutionBSD100 synthetic blur (test)
PSNR24.38
27
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