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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 14 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

McMaster Poisson noise, alpha=2.5

28.67PSNR

8

Feb 26, 2026

McMaster Poisson noise, alpha=2

30.01PSNR

8

Feb 26, 2026

McMaster Speckle noise, sigma^2=0.04

28.66PSNR

8

Feb 26, 2026

McMaster Speckle noise, sigma^2=0.03

29.53PSNR

8

Feb 26, 2026

McMaster Speckle noise, sigma^2=0.024

30.01PSNR

8

Feb 26, 2026

McMaster Speckle noise, sigma^2=0.02

30.77PSNR

8

Feb 26, 2026

Synthetic ISP noise (test)

29.44PSNR

8

Feb 26, 2026

SIDD Google Pixel (test)

46.56PSNR

8

Feb 26, 2026

SIDD iPhone 7 (test)

56.79PSNR

8

Feb 26, 2026

20 grayscale images sigma=75

25.24PSNR (dB)

8

Feb 26, 2026

20 grayscale images sigma=50

27.08PSNR (dB)

8

Feb 26, 2026

20 Grayscale Images sigma=35

28.66PSNR (dB)

8

Feb 26, 2026

20 grayscale images sigma=25

30.22PSNR (dB)

8

Feb 26, 2026

20 grayscale images sigma=15

32.59PSNR (dB)

8

Feb 26, 2026

BSD68 σ = 50 (test)

28.29PSNR

7

Jun 30, 2026

SIDD Benchmark (test)

37.6PSNR

7

Feb 26, 2026

92.7SSIM (σ=15)

7

Feb 26, 2026

0.927SSIM (σ=15)

7

Feb 26, 2026

0.933SSIM (Noise 15)

7

Feb 26, 2026

Kodak Gamma Noise, k=50

34.4PSNR

7

Feb 26, 2026

CBSD68 Gamma Noise, k=50

33.41PSNR

7

Feb 26, 2026

Kodak Gamma Noise, k=100

36.16PSNR

7

Feb 26, 2026

CBSD68 Gamma Noise, k=100

35.33PSNR

7

Feb 26, 2026

Test Image Speckle Noise, σ²=0.01 1

35.6PSNR

6

Jun 4, 2026

89.3SSIM

6

Jun 2, 2026

Page 14 of 20

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Kodak BSD McMaster SIDD Urban100

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