Table 5 Experiment results on OHID-1 and other HSI datasets.

Datasets	EVALUATION METRIC	1DCNN	2DCNN	3DCNN	CDCNN	DBMA	DBDA	SVM	SSSAN	CVSSN	HyLITE
Indian Pines	OA	0.861	0.917	0.84	0.623	0.932	0.954	0.694	0.956	0.981	0.983
	AA	0.916	0.93	0.904	0.509	0.877	0.965	0.656	0.957	0.959	0.969
	kappa	0.838	0.902	0.814	0.559	0.922	0.947	0.647	0.95	0.978	0.980
Pavia university	OA	0.918	0.968	0.971	0.877	0.947	0.96	0.843	0.998	0.999	0.991
	AA	0.925	0.969	0.97	0.824	0.955	0.965	0.83	0.998	0.998	0.988
	kappa	0.891	0.957	0.961	0.836	0.93	0.947	0.788	0.997	0.998	0.989
Salinas Valley	OA	0.911	0.936	0.882	0.778	0.954	0.975	0.881	0.985	0.997	0.964
	AA	0.964	0.974	0.951	0.799	0.963	0.98	0.915	0.993	0.998	0.984
	kappa	0.901	0.928	0.868	0.755	0.949	0.972	0.867	0.983	0.997	0.960
WHU-Hi-Hanchuan	OA	0.792	0.869	0.854	0.678	0.838	0.857	0.707	0.985	0.991	0.952
	AA	0.754	0.856	0.833	0.429	0.78	0.821	0.506	0.983	0.986	0.889
	kappa	0.759	0.848	0.83	0.615	0.809	0.831	0.655	0.983	0.989	0.943
WHU-Hi-Longkou	OA	0.918	0.969	0.963	0.967	0.993	0.996	0.949	0.96	0.999	0.989
	AA	0.925	0.973	0.958	0.924	0.979	0.989	0.885	0.886	0.997	0.977
	kappa	0.891	0.96	0.951	0.956	0.991	0.995	0.934	0.948	0.998	0.986
WHU-Hi-Honghu	OA	0.742	0.887	0.841	0.778	0.888	0.899	0.757	0.986	0.993	0.946
	AA	0.726	0.88	0.84	0.464	0.831	0.879	0.538	0.97	0.983	0.870
	kappa	0.687	0.858	0.804	0.716	0.859	0.873	0.684	0.982	0.991	0.931
OHID-1	OA	0.592	0.663	0.615	0.724	0.736	0.74	0.691	0.895	0.903	0.869
	AA	0.616	0.687	0.648	0.562	0.601	0.61	0.543	0.836	0.886	0.698
	kappa	0.501	0.583	0.529	0.653	0.67	0.675	0.614	0.855	0.864	0.798

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