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DIV2K

Benchmarks

Task NameDataset NameSOTA ResultTrend
Single Image Super-ResolutionDIV2K (val)
PSNR44.99
151
Super-ResolutionDIV2K
PSNR34.72
134
Image Super-ResolutionDIV2K (val)
LPIPS0.087
106
Super-ResolutionDIV2K 1.0 (val)
PSNR35.87
100
Super-resolutionDIV2K (val)
PSNR37.32
91
Image CompressionDIV2K 512
BD-PSNR44.03
90
Super-ResolutionDIV2K bicubic downsampling (test)
PSNR27.3
60
Poisson DenoisingDIV2K
PSNR33.96
40
Real-world Super-ResolutionDIV2K real-world degradation (test)
PSNR20.41
36
Image Super-ResolutionDIV2K v1 (val)
SSIM0.6371
35
Super-ResolutionDIV2KRK Scale x4 Setting 2 (test)
PSNR28.74
31
Lossless Image CompressionDIV2K
bpp7.54
29
Super-ResolutionDIV2K-MC (test)
PSNR (Blur+Noise)27.67
28
Image DenoisingDIV2K (test)
PSNR34.9628
27
Super-ResolutionDIV2KRK (test)
PSNR32.75
26
Lossless Image CompressionDIV2K
BPD2.51
25
Super-ResolutionDIV2K 4x (val)
PSNR30.15
24
Super-resolutionDIV2KRK 100 images (test)
PSNR (dB)32.436
24
Lossless Image CompressionDIV2K (val)
bpsp0.89
22
Image ReconstructionDIV2K (val)
PSNR44.32
22
Color DenoisingDIV2K
PSNR34.62
21
Implicit Image RepresentationDIV2K (train test)
Signal PSNR (Train)41.2
21
Image ReconstructionDIV2K
PSNR49.63
20
Deep Image SteganographyDIV2K (test)
Stego PSNR48.09
20
Super-ResolutionDIV2K 1 (test)
Non-blind PSNR34.59
20
Showing 25 of 136 rows