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Papers Benchmarks Datasets Tasks

Denoising research benchmarks · SOTA2 Research

Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

31.6PSNR

118

May 13, 2026

Washington DC Mall (test)

43.85MPSNR

90

Feb 26, 2026

ShapeNet In-Context

2.2L1 CD Error

59

Apr 6, 2026

Spaces frame 6 (test)

38PSNR

48

Feb 26, 2026

IRIS Lab (Subject8)

89SSIM

45

Jun 5, 2026

28.33PSNR

45

Feb 26, 2026

34.23PSNR

45

Feb 26, 2026

37.6PSNR

40

Feb 26, 2026

BSD68 sigma=50 (test)

28.65PSNR

36

Mar 31, 2026

Salinas (217 x 217 x 224) HSI (test)

42.77PSNR

35

Mar 4, 2026

Washington DC 256 x 256 x 191 HSI (test)

37.96PSNR

35

Mar 4, 2026

Toys 256 x 256 x 31 MSI (test)

37.34PSNR

35

Mar 4, 2026

AFHQ Cat (test)

32.9PSNR

30

May 12, 2026

CIN-D Outdoor Scenes

36.4PSNR

30

Feb 26, 2026

CIN-D Indoor Scenes

39.8PSNR

30

Feb 26, 2026

LSUN Bed + Cat Average (val)

34.7PSNR

30

Feb 26, 2026

BSD68 sigma=15 (test)

34.46PSNR

28

Mar 31, 2026

Modular Neural ISP

50PSNR

25

Jun 17, 2026

PM-25 sigma=0.5

0.657MSE

24

Jun 5, 2026

0.507MSE (sigma=0.5)

24

Jun 5, 2026

BSD68 sigma=25 (test)

31.6PSNR

21

Mar 31, 2026

Urban100 sigma=25 (test)

32.71PSNR

19

Feb 26, 2026

Urban100 sigma=15 (test)

34.93PSNR

19

Feb 26, 2026

28.3CD (Round 1)

19

Feb 26, 2026

21.4CD (Round 1)

19

Mar 24, 2026

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