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REDS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Video Super-ResolutionREDS4 (test)
PSNR (Avg)32.79
117
Video Super-ResolutionREDS4 4x (test)
PSNR32.9
96
Video Super-ResolutionREDS4
SSIM0.922
82
Video Super-ResolutionREDS4 (val)
Average PSNR32.83
41
Video Super-ResolutionREDS4 Clip_020
PSNR28.06
36
Video Super-ResolutionREDS4 Clip_015
PSNR31.05
36
Video Super-ResolutionREDS4 Clip_011
PSNR30.15
36
Video Super-ResolutionREDS4 Clip_000
PSNR28
36
Joint Demosaicking and DenoisingREDS4 High Noise
PSNR36.06
35
Joint Demosaicking and DenoisingREDS4 Low Noise
PSNR38.13
35
Video Super-resolutionREDS4 RGB (test)
PSNR33.11
25
4x Video Super-ResolutionREDS4 (test)
PSNR33.06
24
Video Super-ResolutionREDS (val)
PSNR36.03
24
Video Super-ResolutionREDS
PSNR (dB)33.06
21
Joint Video Super-Resolution and DeblurringREDS4-ME 5:5 exposure level (test)
PSNR29.24
20
Joint Video Super-Resolution and DeblurringREDS4-ME 5:4 exposure level (test)
PSNR29.66
20
Video Super-ResolutionREDS4 BI degradation v1.0 (test)
PSNR32.42
19
Video RestorationREDS30
PSNR25.86
17
Video Super-ResolutionREDS4 BI degradation (test)
PSNR31.42
16
Video DeblurringREDS first-half (train)
PSNR33.92
15
Video Super-resolutionREDS4 RGB channel
PSNR32.39
15
Video Super-Resolution and DeblurringREDS4 VSRDB x4 (test)
PSNR28.83
14
4x Video Super-ResolutionREDS 4
PSNR32.88
12
Image DeblurringREDS (test)
LPIPS0.169
10
Video RestorationREDS30 (test)
PSNR26.38
10
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