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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 16 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Denoising (test)

31.66PSNR

6

Jul 3, 2026

Urban100 Salt&Pepper, d = 0.02 (test)

29.4PSNR

6

Feb 26, 2026

Kodak24 Salt&Pepper, d = 0.02 (test)

30.61PSNR

6

Feb 26, 2026

McMaster Salt&Pepper, d = 0.02 (test)

29.79PSNR

6

Feb 26, 2026

CBSD68 Salt&Pepper, d = 0.02 (test)

29.81PSNR

6

Feb 26, 2026

Urban100 Poisson, α = 3.5 (test)

27.15PSNR

6

Feb 26, 2026

Kodak24 Poisson, α = 3.5 (test)

28.66PSNR

6

Feb 26, 2026

CBSD68 Poisson, α = 3.5 (test)

27.67PSNR

6

Feb 26, 2026

Urban100 Spatial Gauss, σ = 55 (test)

27.68PSNR

6

Feb 26, 2026

Kodak24 Spatial Gauss, σ = 55 (test)

28.29PSNR

6

Feb 26, 2026

McMaster Spatial Gauss, σ = 55 (test)

28.31PSNR

6

Feb 26, 2026

CBSD68 Spatial Gauss, σ = 55 (test)

27.6PSNR

6

Feb 26, 2026

Urban100 Gauss, σ = 50 (test)

26.27PSNR

6

Feb 26, 2026

McMaster Gauss, σ = 50 (test)

27.43PSNR

6

Feb 26, 2026

Synthesized Noisy Images Salt-and-Pepper (test)

30.84PSNR

6

Feb 26, 2026

Synthesized Noisy Images Speckle (test)

33.48PSNR

6

Feb 26, 2026

Synthesized Noisy Images Gaussian (test)

29.1PSNR

6

Feb 26, 2026

31.2PSNR

6

Feb 26, 2026

29PSNR

6

Feb 26, 2026

ELD NikonD850 x200 ratio

40.35PSNR

6

Feb 26, 2026

ELD NikonD850 x100 ratio

42.56PSNR

6

Feb 26, 2026

ELD SonyA7S2 x200 ratio

45.47PSNR

6

Feb 26, 2026

ELD SonyA7S2, x100 ratio

47.9PSNR

6

Feb 26, 2026

Patch-wise Deep Metric Learning

38.11PSNR

6

Feb 26, 2026

SIDD S6 camera, All ISOs

Contrastive Noise Estimation

50.13PSNR

6

Feb 26, 2026

Page 16 of 20

Popular datasets

Kodak BSD McMaster SIDD Urban100

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