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DIV2K

Benchmarks

Task NameDataset NameSOTA ResultTrend
Single Image Super-ResolutionDIV2K (val)
PSNR44.99
151
Super-ResolutionDIV2K
PSNR30.67
101
Super-ResolutionDIV2K 1.0 (val)
PSNR35.87
100
Super-ResolutionDIV2K bicubic downsampling (test)
PSNR27.3
60
Image Super-ResolutionDIV2K (val)
LPIPS0.087
59
Super-resolutionDIV2K (val)
PSNR33.8
44
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
Super-ResolutionDIV2K-MC (test)
PSNR (Blur+Noise)27.67
28
Image DenoisingDIV2K (test)
PSNR34.9628
27
Super-ResolutionDIV2KRK (test)
PSNR32.75
26
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
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
Image RescalingDIV2K (test)
PSNR (QF=30)32.37
18
Super-resolutionDIV2K 46 (val)
PSNR (2x)35.31
18
Image RescalingDIV2K (val)
PSNR47.55
17
Image RestorationDIV2K (val)
PSNR22.87
17
Showing 25 of 94 rows