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Pansharpening

Benchmarks

Dataset Name	SOTA Method	Metric
WorldView-3 full-resolution original (test)	SALAD-PAN	D_lambda0.01	95	5d ago
QuickBird full-resolution		D_lambda (Spectral Divergence)0.0226	56	1mo ago
QuickBird reduced-resolution	Proposed (ARNet)	SAM4.43	44	1mo ago
GaoFen-2 reduced-resolution	EDNO	SAM0.027	43	3d ago
GaoFen-2 (GF2) full-resolution	SSDiff	D_lambda0.0164	39	1mo ago
WorldView-3 (WV3) reduced-resolution Wald's protocol (test)	SSDiff	SAM2.8466	39	1mo ago
QB (QuickBird) full-resolution (test)	SALAD-Pan	Dx0.017	37	1mo ago
GF2 reduced-resolution	ARNet	SAM0.698	31	1mo ago
WorldView-3 Munich (PairMax) WV3 (test)	λ-PNN	D_lambda, align^(K)0.031	29	1mo ago
WorldView-3 Adelaide (test)	λ-PNN	Spectral Divergence (Lambda, Align, K)0.021	29	1mo ago
WorldView-2 Miami PairMax (test)		D_lambda, align(K)0.016	29	1mo ago
WorldView-2 Washington (test)	λ-PNN	Spectral Distance Lambda (Aligned, K)0.02	29	1mo ago
GeoEye-1 PairMax (London+Trenton)		D_lambda,align (K)0.023	29	1mo ago
WorldView-3 Full Resolution	Fose	Dλ (Spectral Divergence)0.013	28	1mo ago
GF2 full-resolution (test)		Dx0.0179	27	1mo ago
WorldView-2 (WV2) Real Data Full Resolution (test)	FMG-Pan	D_lambda0.0315	25	3d ago
GaoFen2 (test)	ARFNet	PSNR47.2238	25	1mo ago
GaoFen-2 (GF2) reduced-resolution Wald's protocol (test)	SSDiff	SAM0.6694	24	1mo ago
GaoFen-2 (GF2) full-resolution original (test)		D_lambda0.003	23	1mo ago
QuickBird (QB) reduced-resolution Wald's protocol (test)	SALAD-Pan	SAM4.198	21	1mo ago
WorldView-2 reduced-resolution 256 × 256 subscene	DiCNN1	Q8 Index0.9492	19	1mo ago
QuickBird (QB) reduced-resolution (test)	Proposed	SAM4.3694	17	1mo ago
WorldView-3 Reduced-resolution (test)	S2WMamba	SAM2.825	17	1mo ago
WorldView-3 Reduced Resolution	Fose	SAM2.783	16	1mo ago
WV3 reduced-resolution 8-band (test)	ARNet	SAM2.885	16	1mo ago

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