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Papers Benchmarks Datasets Tasks

LSDIR dataset and benchmarks · SOTA2 Research

Research Datasets

LSDIR

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Restoration

LSDIR (val)

19.02PSNR

25

Single Image Super-Resolution

LSDIR

26.43PSNR

13

Image Super-Resolution

LSDIR (val)

17.12PSNR

12

Super-Resolution

LSDIR

19.872PSNR

12

Super-Resolution

LSDIR (val)

33.12PSNR

12

Real Image Super-Resolution

LSDIR 100-image (test)

0.19Inference Time (s)

9

HR reconstruction

LSDIR (val)

0.287LPIPS (16x)

9

Single Image Super-Resolution

LSDIR (test)

26.38PSNR

6

SISR for x4 upscaling

LSDIR (val)

24.989PSNR

5

Super-Resolution

LSDIR

0.107LPIPS

4

Classical Image Super-Resolution

LSDIR

0.116LPIPS

3

Popular tasks

Super-Resolution Single Image Super-Resolution Image Super-resolution Image Restoration Real Image Super-Resolution

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