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Hyperspectral Image Denoising research benchmarks · SOTA2 Research

Hyperspectral Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

47.9PSNR

50

Feb 26, 2026

Washington DC Mall (full)

43.85MPSNR

48

Feb 26, 2026

Washington DC Mall HSI Gaussian + Stripe noise

34.28MPSNR

24

Apr 10, 2026

Washington DC & Salinas (HSI) various (test)

40.37PSNR

21

Mar 4, 2026

ICVL Mixture Noise (test)

43.07PSNR

15

Feb 26, 2026

ICVL Gaussian noise σ ∈ [0, 95] (test)

46.2PSNR

15

Feb 26, 2026

ICVL Gaussian noise σ ∈ [0, 55] (test)

47.85PSNR

15

Feb 26, 2026

ICVL Gaussian noise σ ∈ [0, 15] (test)

52.12PSNR

15

Feb 26, 2026

25.9PSNR

14

Feb 26, 2026

33.73PSNR

13

Apr 14, 2026

36.37PSNR

13

Apr 14, 2026

36.13PSNR

13

Apr 14, 2026

37.11PSNR

13

Apr 14, 2026

33.74PSNR

13

Apr 14, 2026

PaviaU Case 5 (test)

33.84PSNR

13

Apr 14, 2026

PaviaU Case 4 (test)

35.84PSNR

13

Apr 14, 2026

PaviaU Case 3 (test)

33.68PSNR

13

Apr 14, 2026

PaviaU Case 2 (test)

35.55PSNR

13

Apr 14, 2026

PaviaU Case 1 (test)

33.77PSNR

13

Apr 14, 2026

Washington DC Mall HSI Gaussian Noise

36.01MPSNR

12

Apr 10, 2026

Salinas HSI Gaussian + Stripe noise

31.51MPSNR

12

Apr 10, 2026

Washington DC Mall HSI Gaussian + Sparse Noise

34.98MPSNR

12

Apr 10, 2026

49.16MPSNR

12

Feb 26, 2026

ICVL Gaussian+Mixture noise synthetic

40PSNR

10

Feb 26, 2026

ICVL Gaussian+Stripe noise synthetic

43.68PSNR

10

Feb 26, 2026

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