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DIV2K

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image Super-ResolutionDIV2K (val)
LPIPS0.087
215
Super-ResolutionDIV2K
PSNR34.72
155
Single Image Super-ResolutionDIV2K (val)
PSNR44.99
151
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
Image CompressionDIV2K (test)
BD-Rate (LPIPS)-72.21
34
Image ReconstructionDIV2K (val)
PSNR44.32
32
Super-ResolutionDIV2KRK Scale x4 Setting 2 (test)
PSNR28.74
31
Super-ResolutionDIV2K 2017 (test)
PSNR24.44
30
Image ReconstructionDIV2K
PSNR49.63
30
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
Real-world Super-ResolutionDIV2K (val)
PSNR24.87
25
Lossless Image CompressionDIV2K
BPD2.51
25
4× Super-ResolutionDIV2K (test)
PSNR30.48
24
Super-ResolutionDIV2K 4x (val)
PSNR30.15
24
Super-resolutionDIV2KRK 100 images (test)
PSNR (dB)32.436
24
Lossless Image CompressionDIV2K (val)
bpsp0.89
22
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