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Papers Benchmarks Datasets Tasks

Color Image Denoising research benchmarks · SOTA2 Research

Color Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

37.33PSNR

174

Mar 30, 2026

34.47PSNR

140

Mar 30, 2026

35.72PSNR

111

Mar 30, 2026

35.02PSNR

79

Feb 26, 2026

36.53PSNR

32

Feb 26, 2026

35.13PSNR

26

Feb 26, 2026

Urban100 sigma=50 (test)

29.82PSNR

22

Feb 26, 2026

McMaster (test)

34.66PSNR

19

Feb 26, 2026

Urban100 sigma=30 (test)

32.01PSNR

11

Feb 26, 2026

CBSD68 sigma=30 (test)

30.75PSNR

11

Feb 26, 2026

RNI15 1.0 (test)

37.71PSNR

11

Feb 26, 2026

Starfish Salt-and-pepper noise = 0.1 1.0 (test)

33.394PSNR

9

Apr 16, 2026

Starfish Salt-and-pepper noise = 0.3 1.0 (test)

31.414PSNR

9

Apr 16, 2026

Starfish Salt-and-pepper noise = 0.5 1.0 (test)

26.814PSNR

9

Apr 16, 2026

CBSD68 and Kodak24

31.45Average PSNR

9

Mar 13, 2026

34.96PSNR (sigma=15)

9

Mar 13, 2026

34.19PSNR (sigma=15)

9

Mar 13, 2026

512x512 and 256x256 resolution color images

6Runtime (ms) 256x256

9

Feb 26, 2026

Urban100 Color (test)

35.46PSNR (sigma=15)

7

Feb 26, 2026

35.46PSNR (sigma=15)

6

Feb 26, 2026

34.43PSNR (sigma=15)

6

Feb 26, 2026

SID Sony x300 ratio (test)

Paired real data

22.23PSNR

5

Feb 26, 2026

SID Sony x250 ratio (test)

Paired real data

23.15PSNR

5

Feb 26, 2026

SID Sony x100 ratio (test)

Paired real data

24.63PSNR

5

Feb 26, 2026

Popular datasets

Urban100 SID Starfish BSD Kodak

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