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Kodak

Benchmarks

Task NameDataset NameSOTA ResultTrend
Color image denoisingKodak24
PSNR37.33
123
Image CompressionKodak
BD-Rate (PSNR)-15.26
50
Image DenoisingKodak24
PSNR (sigma=50)30.08
48
Image DenoisingKODAK
PSNR32.51
45
Image DenoisingKodak (test)
PSNR41.88
42
Gaussian DenoisingKODAK
PSNR32.51
41
Poisson DenoisingKODAK
PSNR33.91
40
Image FittingKodak (test)
PSNR37.01
39
Gray-scale image denoisingKodak24
PSNR35.19
34
Image DenoisingKodak24 Mixture noise
PSNR30.31
32
Image DenoisingKodak24 Salt & pepper noise
PSNR30.52
32
Image DenoisingKodak24 Spatially-correlated noise
PSNR29.63
32
Image DenoisingKodak24 Speckle noise
PSNR31.22
32
Image CompressionKodak (test)
BD-Rate-12.54
32
Gaussian Image DenoisingKodak24
PSNR30.13
30
Gaussian color image denoisingKodak24
CPSNR35.34
27
Image DenoisingKodak Gaussian σ=25 (test)
PSNR33.04
24
Image DenoisingKodak Gaussian Noise, sigma=50
PSNR29.78
24
Image ReconstructionKodak (test)
PSNR43.01
22
Image CompressionKodak
Encoding Time (s)0.038
20
Image DenoisingKodak 28 (test)
PSNR35.56
20
Image Super-resolutionKodak
PSNR27.37
20
Lossless Image CompressionKodak (test)
bpsp0.92
20
Image DenoisingKodak case 2
PSNR29.19
18
Image DenoisingKodak case 1
PSNR34.13
18
Showing 25 of 70 rows