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Hyperspectral Image Denoising research benchmarks – Page 3 · SOTA2 Research

Hyperspectral Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DCMall Gaussian Noise (sigma=25)

96.73MFSIM

10

Feb 26, 2026

DCMall Gaussian Noise sigma=5

0.982MFSIM

10

Feb 26, 2026

hsi-Pac SER=50% 1.0 (test)

41.092PSNR

9

Apr 16, 2026

hsi-Pac (SER=30%) 1.0 (test)

45.621PSNR

9

Apr 16, 2026

hsi-Pac SER=10% 1.0 (test)

51.959PSNR

9

Apr 16, 2026

Harvard σ = 0.20

28.45PSNR

7

May 26, 2026

41.91PSNR

7

May 26, 2026

Harvard σ = 0.10

30.51PSNR

7

May 26, 2026

44.61PSNR

7

May 26, 2026

Real Noise 512x512x34 (test)

29.68PSNR (dB)

6

Feb 26, 2026

Synthetic Noise 512x512x31 (test)

42.82PSNR (dB)

6

Feb 26, 2026

Page 3 of 3

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