Hyperspectral Image Denoising

Benchmarks

Dataset Name	SOTA Method	Metric
ICVL (test)	NGMeet	PSNR47.9	50	1mo ago
Washington DC Mall (full)	QRNN3D	MPSNR43.85	48	1mo ago
Washington DC Mall HSI Gaussian + Stripe noise	Proposed	MPSNR34.28	24	8d ago
Washington DC & Salinas (HSI) various (test)	RepTRFD	PSNR40.37	21	1mo ago
ICVL Mixture Noise (test)	SSUMamba	PSNR43.07	15	1mo ago
ICVL Gaussian noise σ ∈ [0, 95] (test)	SSRT	PSNR46.2	15	1mo ago
ICVL Gaussian noise σ ∈ [0, 55] (test)	SSRT	PSNR47.85	15	1mo ago
ICVL Gaussian noise σ ∈ [0, 15] (test)	SSRT	PSNR52.12	15	1mo ago
Real-HSI		PSNR25.9	14	1mo ago
DC (Case 5)	DLW-LRTFDFR	PSNR33.73	13	4d ago
DC (Case 4)		PSNR36.37	13	4d ago
DC (Case 3)	FastHyMix	PSNR36.13	13	4d ago
DC (Case 2)		PSNR37.11	13	4d ago
DC Case 1	DLW-E3DTV	PSNR33.74	13	4d ago
PaviaU Case 5 (test)	DLW-LRTFDFR	PSNR33.84	13	4d ago
PaviaU Case 4 (test)	DLW-LRTV	PSNR35.84	13	4d ago
PaviaU Case 3 (test)	FastHyMix	PSNR33.68	13	4d ago
PaviaU Case 2 (test)	FastHyMix	PSNR35.55	13	4d ago
PaviaU Case 1 (test)	DLW-E3DTV	PSNR33.77	13	4d ago
Washington DC Mall HSI Gaussian Noise		MPSNR36.01	12	8d ago
Salinas HSI Gaussian + Stripe noise	Proposed	MPSNR31.51	12	8d ago
Washington DC Mall HSI Gaussian + Sparse Noise	Proposed	MPSNR34.98	12	8d ago
CAVE (test)	T3SC	MPSNR49.16	12	1mo ago
ICVL Gaussian+Mixture noise synthetic	SERT	PSNR40	10	1mo ago
ICVL Gaussian+Stripe noise synthetic	SERT	PSNR43.68	10	1mo ago

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