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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 15 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

REFUGE (300 randomly selected samples)

0.915SSIM

6

May 26, 2026

Set12 Adversarial (test)

-0.87DMR

6

May 1, 2026

Set12 Gaussian (test)

30.94PSNR

6

May 1, 2026

DIV2K 40 sampled images (test)

25.59PSNR

6

Apr 29, 2026

BSDS 500 very high noise (test)

24.478PSNR

6

Apr 6, 2026

BSDS 500 high noise (test)

30.865PSNR

6

Apr 6, 2026

BSDS medium noise 500 (test)

34.34PSNR

6

Apr 6, 2026

25.696PSNR

6

Apr 6, 2026

BSDS 500 (train)

25.672PSNR

6

Apr 6, 2026

PET 1/24 Low-dose (test)

30.256PSNR

6

Apr 1, 2026

PET 1/10 Low-dose (test)

31.321PSNR

6

Apr 1, 2026

PET 1/4 Low-dose (test)

33.671PSNR

6

Apr 1, 2026

4.11NIQE

6

Mar 16, 2026

5.57NIQE

6

Mar 16, 2026

4.64NIQE

6

Mar 16, 2026

5.8NIQE

6

Mar 16, 2026

5.13NIQE

6

Mar 16, 2026

29.94PSNR

6

Mar 16, 2026

35.78PSNR

6

Mar 16, 2026

39.19PSNR

6

Mar 16, 2026

Mayo LDCT 2016 (Fold-5)

31.525PSNR

6

Mar 12, 2026

Mayo LDCT 2016 (Fold-4)

30.976PSNR

6

Mar 12, 2026

Mayo LDCT 2016 (Fold-3)

33.291PSNR

6

Mar 12, 2026

Mayo LDCT 2016 (Fold-2)

31.567PSNR

6

Mar 12, 2026

Mayo LDCT 2016 (Fold-1)

32.949PSNR

6

Mar 12, 2026

Page 15 of 20

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