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BSD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DenoisingBSD68
PSNR42.26
419
Super-ResolutionBSD100
PSNR34.85
354
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
Image DenoisingBSD68 (σ = 25)
PSNR31.64
77
Image Super-ResolutionBSD100
PSNR32.37
62
Image Super-ResolutionBSD100
PSNR29.32
50
Compressive Sensing RecoveryBSD68
PSNR41.14
50
Biosecurity Misuse EvaluationBSD Biosecurity
Misuse Rate1.3
49
Image ReconstructionBSD100 (val)
PSNR44.94
48
DenoisingBSD68 sigma=50
PSNR28.33
45
Gaussian DenoisingBSD68
PSNR (sigma=50)28.32
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
Image DenoisingBSD68 σ = 50
PSNR28.41
34
Image DenoisingBSD68
PSNR (sigma=15)34.23
33
Color Image DenoisingBSD68 (test)
PSNR36.53
32
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