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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 7 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Set12 Noise Level 15

32.87PSNR (dB)

20

Feb 26, 2026

BSD68 Noise Level 50

26.34PSNR (dB)

20

Feb 26, 2026

BSD68 Noise Level 15

31.74PSNR (dB)

20

Feb 26, 2026

blind-spot denoising

33.95PSNR

19

May 26, 2026

33.92PSNR

18

Mar 9, 2026

29.19PSNR

18

Feb 26, 2026

34.13PSNR

18

Feb 26, 2026

McMaster 2011 (test)

34.8PSNR

18

Feb 26, 2026

Fluoroscopy dataset

36.47PSNR

18

Feb 26, 2026

49.13PSNR

18

Feb 26, 2026

51.05PSNR

17

Jun 23, 2026

28.33PSNR

17

Mar 17, 2026

CBSD68 Gaussian noise, σ = 25 (test)

30.92PSNR

17

Feb 26, 2026

68-image dataset sigma=50 (test)

26.35PSNR

17

Feb 26, 2026

SSID PGD, 20 attack iterations

27.96PSNR

16

Jun 17, 2026

SSID PGD 5 attack iterations

29.36PSNR

16

Jun 17, 2026

SSID CosPGD 20 attack iterations

27.97PSNR

16

Jun 17, 2026

SSID CosPGD, 5 attack iterations

29.36PSNR

16

Jun 17, 2026

34.44PSNR (dB, σ=15)

16

Jun 23, 2026

BSDS 500 (test)

25.482PSNR

16

May 19, 2026

MS+Inverse-Correction

82.57FID

16

Mar 27, 2026

Set14 Gaussian σ=25 (test)

31.4PSNR

16

Feb 26, 2026

33.3PSNR

16

Jun 5, 2026

CBSD68 Poisson noise, ζ = 0.01 (test)

32.95PSNR

16

Feb 26, 2026

68-image dataset sigma=25 (test)

28.95PSNR

16

Feb 26, 2026

Page 7 of 20

Popular datasets

Kodak BSD McMaster SIDD Urban100

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