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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 10 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

26.55ES PSNR

12

May 26, 2026

3.214RMSE

12

May 13, 2026

FoundIR Noise (test)

38.61PSNR

12

Mar 16, 2026

CC Cross-Channel 65 (test)

39.76PSNR (Canon 5D, ISO 3200)

12

Mar 13, 2026

35.18PSNR

12

Feb 26, 2026

BSD68 sigma=50 (test)

28.3PSNR

12

Feb 26, 2026

Urban100 sigma=50

29.65PSNR

12

Feb 26, 2026

DND sRGB space (test)

40.5PSNR

12

Feb 26, 2026

21.31PSNR

11

Jun 18, 2026

26.43PSNR

11

Jun 18, 2026

blind-spot denoising

37.2PSNR

11

May 26, 2026

in vivo Longitudinal Data

88gCNR

11

May 19, 2026

35.44PSNR (dB, sigma=15)

11

Apr 21, 2026

FoundIR Noise 1.0 (test)

0.066LPIPS

11

Mar 4, 2026

HànZì mixed synthetic noise (test)

15.66PSNR

11

Feb 26, 2026

ImageNet mixed synthetic noise ILSVRC2012 (val)

23.91PSNR

11

Feb 26, 2026

40.78PSNR

11

Feb 26, 2026

40.55PSNR

11

Feb 26, 2026

40.25PSNR

11

Feb 26, 2026

40.07PSNR

11

Feb 26, 2026

SIDD Medium (test)

Noise2NoiseFlow

52.8PSNR

11

Feb 26, 2026

Darmstadt Noise Dataset (DND) 1000 cropped images

47.56PSNR

11

Feb 26, 2026

28.71PSNR

10

Jun 5, 2026

32.86PSNR

10

Jun 5, 2026

31.77PSNR

10

Jun 5, 2026

Page 10 of 20

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