Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 13 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Kodak Speckle v∈[10,50] (test)

35.79PSNR

8

Feb 26, 2026

Kodak Poisson λ∈[10,50] (test)

30.57PSNR

8

Feb 26, 2026

Kodak Gaussian σ∈[10,50] (test)

31.66PSNR

8

Feb 26, 2026

CSet Gaussian sigma=25

32.4PSNR

8

Feb 26, 2026

Urban100 and BSD68 Average

32PSNR

8

Feb 26, 2026

Monte Carlo rendered image 64 spp

28.25PSNR

8

Feb 26, 2026

Monte Carlo rendered image 128 spp

30.62PSNR

8

Feb 26, 2026

29.74PSNR (Level 1)

8

Feb 26, 2026

29.96PSNR (d=0.002)

8

Feb 26, 2026

29.38PSNR (σ=40)

8

Feb 26, 2026

30.01PSNR (α=2)

8

Feb 26, 2026

30.46PSNR (σ²=0.02)

8

Feb 26, 2026

McMaster Mixture noise level 4

27.15PSNR

8

Feb 26, 2026

McMaster Mixture noise, level 3

28.24PSNR

8

Feb 26, 2026

McMaster Mixture noise, level 2

29.44PSNR

8

Feb 26, 2026

McMaster Mixture noise, level 1

29.91PSNR

8

Feb 26, 2026

McMaster Salt & pepper noise, d=0.012

21.59PSNR

8

Feb 26, 2026

McMaster Salt & pepper noise, d=0.008

24.03PSNR

8

Feb 26, 2026

McMaster Salt & pepper noise, d=0.004

27.45PSNR

8

Feb 26, 2026

McMaster Salt & pepper noise, d=0.002

29.51PSNR

8

Feb 26, 2026

McMaster Spatially-correlated noise, sigma=55

27.01PSNR

8

Feb 26, 2026

McMaster Spatially-correlated noise, sigma=50

27.65PSNR

8

Feb 26, 2026

McMaster Spatially-correlated noise, sigma=45

28.59PSNR

8

Feb 26, 2026

McMaster Spatially-correlated noise, sigma=40

29.92PSNR

8

Feb 26, 2026

McMaster Poisson noise, alpha=3

27.23PSNR

8

Feb 26, 2026

Page 13 of 20

Popular datasets

Kodak BSD McMaster SIDD Urban100

Follow for updates

Join SOTA2 Contact