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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 6 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CBSD68 sigma=50

28.31PSNR

21

Feb 26, 2026

CBSD68 sigma=25

31.53PSNR

21

Feb 26, 2026

CBSD68 sigma=15

34.15PSNR

21

Feb 26, 2026

32.99PSNR

21

Feb 26, 2026

32.24PSNR

21

Feb 26, 2026

38.87PSNR

21

Feb 26, 2026

35.14PSNR

21

Feb 26, 2026

34.91PSNR

21

Feb 26, 2026

Synthetic Color images

0.008Running Time (s)

21

Feb 26, 2026

Synthetic Grayscale images

0.006Running Time (s)

21

Feb 26, 2026

Images noise level 25

0.006Runtime (s)

21

Feb 26, 2026

Ultrasound Dataset (test)

26.85PSNR

20

Feb 26, 2026

Set12 resized (test)

38.54PSNR (dB)

20

Feb 26, 2026

93SSIM

20

Feb 26, 2026

Chest X-Ray (test)

96SSIM

20

Feb 26, 2026

HAM10000 (test)

0.95SSIM

20

Feb 26, 2026

31.5PSNR

20

Feb 26, 2026

Chest X-Ray 53 (test)

39.6PSNR

20

Feb 26, 2026

HAM10000 52 (test)

38.8PSNR

20

Feb 26, 2026

Urban100 standard (test)

33.47PSNR (dB)

20

Feb 26, 2026

CBSD68 35 (test)

34.55PSNR

20

Feb 26, 2026

Kodak 28 (test)

35.56PSNR

20

Feb 26, 2026

29.7PSNR

20

Jun 2, 2026

Set12 Noise Level 50

Unshared Stagewise O2O DINs

27.29PSNR (dB)

20

Feb 26, 2026

Set12 Noise Level 25

30.44PSNR (dB)

20

Feb 26, 2026

Page 6 of 20

Popular datasets

Kodak BSD McMaster SIDD Urban100

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