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SOTA Hyperspectral Image Denoising benchmarks and papers with code | Wizwand
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Hyperspectral Image Denoising
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ICVL (test)
NGMeet
PSNR
47.9
50
4d ago
Washington DC Mall (full)
QRNN3D
MPSNR
43.85
48
4d ago
ICVL Mixture Noise (test)
SSUMamba
PSNR
43.07
15
4d ago
ICVL Gaussian noise σ ∈ [0, 95] (test)
SSRT
PSNR
46.2
15
4d ago
ICVL Gaussian noise σ ∈ [0, 55] (test)
SSRT
PSNR
47.85
15
4d ago
ICVL Gaussian noise σ ∈ [0, 15] (test)
SSRT
PSNR
52.12
15
4d ago
Real-HSI
LLRT
PSNR
25.9
14
4d ago
CAVE (test)
T3SC
MPSNR
49.16
12
4d ago
ICVL Gaussian+Mixture noise synthetic
SERT
PSNR
40
10
4d ago
ICVL Gaussian+Stripe noise synthetic
SERT
PSNR
43.68
10
4d ago
ICVL synthetic Gaussian+Impulse noise
SERT
PSNR
42.67
10
4d ago
ICVL Gaussian+Deadline noise synthetic
SERT
PSNR
43.66
10
4d ago
ICVL Non-i.i.d Gaussian noise synthetic
SERT
PSNR
44.2
10
4d ago
Realistic dataset 15 real noisy HSIs
SERT
PSNR
29.68
10
4d ago
ICVL Strip (test)
QRNN3D
MFSIM
0.9968
10
4d ago
ICVL Correlated (test)
T3SC
MFSIM
99.91
10
4d ago
ICVL [0-95] (test)
T3SC
MFSIM
99.72
10
4d ago
ICVL [0-55] (test)
T3SC
MFSIM
99.85
10
4d ago
ICVL [0-15] (test)
T3SC
MFSIM
0.9996
10
4d ago
ICVL Stripe noise (test)
T3SC
MPSNR
44.74
10
4d ago
ICVL Correlated noise (test)
T3SC
MPSNR
49.89
10
4d ago
ICVL [0-95] blind noise (test)
T3SC
MPSNR
46.3
10
4d ago
ICVL [0-55] blind noise (test)
T3SC
MPSNR
48.64
10
4d ago
ICVL [0-15] blind noise (test)
T3SC
MPSNR
53.31
10
4d ago
ICVL sigma=100 (test)
T3SC
MPSNR
38.99
10
4d ago
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