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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 9 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FMD Confocal Fish 43 (view 19)

32.79PSNR

14

Feb 26, 2026

Set14 Poisson λ∈[5, 50] (test)

30.1PSNR

14

Feb 26, 2026

BSD300 Poisson λ∈[5, 50] (test)

29.99PSNR

14

Feb 26, 2026

Kodak Poisson λ∈[5, 50] (test)

31.19PSNR

14

Feb 26, 2026

CBSD68 sigma=75 (test)

25.4PSNR

14

Feb 26, 2026

McMaster Poisson noise, alpha=3.5

28.91PSNR

14

Feb 26, 2026

39.88PSNR

14

Feb 26, 2026

39.42PSNR (dB)

14

Feb 26, 2026

IXI 9% Noise synthetic Rician corruption (test)

24.21PSNR

13

Jun 23, 2026

IXI 7% Noise synthetic Rician corruption (test)

27.04PSNR

13

Jun 23, 2026

IXI 5% Noise synthetic Rician corruption (test)

30.83PSNR

13

Jun 23, 2026

ICVL Case 5 (test)

33.9PSNR

13

Apr 14, 2026

ICVL Case 4 (test)

37.38PSNR

13

Apr 14, 2026

ICVL Case 3 (test)

35.2PSNR

13

Apr 14, 2026

ICVL Case 2 (test)

37.3PSNR

13

Apr 14, 2026

ICVL Case 1 (test)

35.41PSNR

13

Apr 14, 2026

32.55PSNR

13

Apr 14, 2026

38.88PSNR

13

Apr 14, 2026

35.44PSNR

13

Apr 14, 2026

CIFAR-10 (test)

25.91PSNR

13

Mar 19, 2026

39.86PSNR

13

Feb 26, 2026

39.84PSNR

13

Feb 26, 2026

SIDD sRGB benchmark

39.52PSNR

13

Feb 26, 2026

SIDD sRGB (test)

39.52PSNR

13

Feb 26, 2026

Rotated blocky image (test)

29.1MSE

12

Jun 4, 2026

Page 9 of 20

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Kodak BSD McMaster SIDD Urban100

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