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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 4 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Kodak24 Spatially-correlated noise

29.63PSNR

32

Feb 26, 2026

Kodak24 Poisson noise

30.59PSNR

32

Feb 26, 2026

Kodak24 Speckle noise

31.22PSNR

32

Feb 26, 2026

SIDD raw-RGB (val)

51.55PSNR

32

Mar 10, 2026

II-RP-GFRFT_Ryaw

52.475PSNR

30

Jun 5, 2026

Set12 (Peppers)

II-RP-GFRFT_Ryaw

53.326PSNR

30

Jun 5, 2026

34.5PSNR (sigma=15)

30

Mar 17, 2026

CNN with Median Layers

40.65PSNR (dB)

30

Feb 26, 2026

Set12 Starfish (test)

52.475PSNR

27

Jun 5, 2026

Set12 Peppers (test)

53.326PSNR

27

Jun 5, 2026

35.61PSNR

27

Feb 26, 2026

BSD68 (sigma=15) (test)

34.34PSNR

27

Jun 30, 2026

SIDD Benchmark official (test)

39.28PSNR

27

Feb 26, 2026

34.963PSNR

27

Feb 26, 2026

32.9PSNR

26

May 1, 2026

31.79PSNR (σ=25)

26

May 12, 2026

40.03PSNR

26

Feb 26, 2026

35.115PSNR

25

Jun 11, 2026

Doubly Sparse Explicitly Conditioned Transform Learning

36.812PSNR

25

Jun 11, 2026

Doubly Sparse Explicitly Conditioned Transform Learning

37.531PSNR

25

Jun 11, 2026

38.49PSNR

25

Feb 26, 2026

MultiRAW Camera5

48.602PSNR

25

Feb 26, 2026

MultiRAW Camera4

50.118PSNR

25

Feb 26, 2026

MultiRAW Camera3

42.309PSNR

25

Feb 26, 2026

MultiRAW Sony A6400

49.315PSNR

25

Feb 26, 2026

Page 4 of 20

Popular datasets

Kodak BSD McMaster SIDD Urban100

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