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Papers Benchmarks Datasets Tasks

Denoising research benchmarks – Page 3 · SOTA2 Research

Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.94R2

11

May 26, 2026

33.19PSNR

11

May 12, 2026

24.72PSNR

10

May 14, 2026

WDC 256x256x191 Simulated (Case 5)

27.869PSNR

10

Apr 15, 2026

WDC (256x256x191) Simulated (Case 4)

27.068PSNR

10

Apr 15, 2026

WDC 256x256x191 Simulated (Case 1)

35.302PSNR

10

Apr 15, 2026

PaC dataset 300x300x103 Simulated (Case 5)

29.173PSNR

10

Apr 15, 2026

PaC 300x300x103 Simulated (Case 4)

28.615PSNR

10

Apr 15, 2026

PaC 300x300x103 Simulated (Case 3)

29.905PSNR

10

Apr 15, 2026

PaC dataset 300x300x103 Simulated (Case 2)

29.047PSNR

10

Apr 15, 2026

PaC 300x300x103 Simulated (Case 1)

35.539PSNR

10

Apr 15, 2026

CAVE 200x200x31 Simulated (Case 5)

25.741PSNR

10

Apr 15, 2026

CAVE 200x200x31 Simulated (Case 4)

24.412PSNR

10

Apr 15, 2026

CAVE 200x200x31 Simulated (Case 3)

27.311PSNR

10

Apr 15, 2026

CAVE 200x200x31 Simulated (Case 1)

31.89PSNR

10

Apr 15, 2026

CelebA 100 images (test)

33.14PSNR

10

Feb 26, 2026

AFHQ-Cat 100 images (test)

32.58PSNR

10

Feb 26, 2026

ImageNet noise level sigma=0.9 (val)

26.7PSNR

10

Feb 26, 2026

ImageNet noise level sigma=0.5 (val)

29.1PSNR

10

Feb 26, 2026

ImageNet noise level sigma=0.1 (val)

34PSNR

10

Feb 26, 2026

CIN-D High Noise Level

31.5PSNR

10

Feb 26, 2026

CIN-D Low Noise Level

38.1PSNR

10

Feb 26, 2026

52.14MUSIQ

10

Feb 26, 2026

CBSD68 sigma=50

28.3PSNR

10

Feb 26, 2026

FFHQ 128 (test)

32.54PSNR

9

May 12, 2026

Page 3 of 7

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