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Papers Benchmarks Datasets Tasks

Image Denoising research benchmarks – Page 5 · SOTA2 Research

Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MultiRAW Canon EOSR10

48.629PSNR

25

Feb 26, 2026

BSD68 Noise Level 25

29.22PSNR (dB)

25

Feb 26, 2026

35.2PSNR

24

Apr 14, 2026

36.25PSNR

24

Apr 3, 2026

44.66PSNR

24

Apr 3, 2026

40.7PSNR

24

Apr 3, 2026

39.89PSNR

24

Apr 3, 2026

42.2PSNR

24

Apr 3, 2026

38.75PSNR

24

Apr 3, 2026

Prior-guided Hierarchical Instance-pixel Contrastive Learning

36.539PSNR

24

Feb 26, 2026

Prior-guided Hierarchical Instance-pixel Contrastive Learning

38.84PSNR

24

Feb 26, 2026

COCO 2017 (test)

6.021FID

24

Feb 26, 2026

Kodak Gaussian σ=25 (test)

33.04PSNR

24

Feb 26, 2026

Urban100 22 (test)

34.77PSNR

24

Feb 26, 2026

BSD68 41 (test)

34.34PSNR

24

Feb 26, 2026

Kodak Gaussian Noise, sigma=50

29.78PSNR

24

Feb 26, 2026

SIDD Benchmark raw-RGB (test)

50.79PSNR

24

Feb 26, 2026

Generic Images noise level 25 (test)

0.45Runtime (CPU)

24

Feb 26, 2026

37.13PSNR

23

Apr 15, 2026

41.52PSNR

23

Feb 26, 2026

39.43PSNR

23

Feb 26, 2026

34.01PSNR

23

Feb 26, 2026

34.34PSNR (sigma=15)

22

Feb 26, 2026

68-image dataset sigma=15 (test)

34.1PSNR

22

Feb 26, 2026

34.04PSNR

21

Apr 14, 2026

Page 5 of 20

Popular datasets

Kodak BSD McMaster SIDD Urban100

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