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Papers Benchmarks Datasets Tasks

ARAD dataset and benchmarks · SOTA2 Research

Research Datasets

ARAD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Spectral Image Reconstruction

ARAD_1K

46.53S01 Metric

18

Hyperspectral Reconstruction

Arad 1K Clean setting (test)

42.17PSNR

10

Gaussian Denoising

ARAD

41.47PSNR

9

Super-Resolution

ARAD

44.01PSNR

9

Gaussian Deblurring

ARAD

52.84PSNR

9

HSI Restoration Average

ARAD

51.43PSNR

6

ARAD

63.49PSNR

6

All-in-one HSI Restoration

ARAD (test)

0.37CLIP-IQA

6

ARAD (test)

29.05PSNR

6

i.i.d Gaussian Denoising

ARAD (test)

29.57PSNR

6

Super-Resolution

ARAD (test)

28.77PSNR

3

Gaussian Deblurring

ARAD (test)

29.78PSNR

3

Popular tasks

Super-Resolution Gaussian Deblurring Inpainting Gaussian Denoising Completion

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