Multiscale Dense Cross-Attention Mechanism with Covariance Pooling for Hyperspectral Image Scene Classification

Table 5

Classification results of different methods on the IP data (%).

Methods	5%			10%			15%
	OA	AA	Kappa	OA	AA	Kappa	OA	AA	Kappa
AlexNet [23]	68.69	56.29	64.05	74.32	65.17	70.94	81.76	79.44	79.70
ResNet [33]	70.67	69.69	66.04	78.40	79.22	75.10	83.33	80.76	80.95
DenseNet [34]	71.23	67.55	66.66	78.37	75.29	75.87	84.66	81.37	82.58
PRAN [35]	72.45	73.37	69.48	77.66	73.28	74.47	82.72	76.51	80.28
FSSFNet [36]	73.75	67.95	69.98	78.66	71.26	75.47	82.61	74.48	80.05
SAGP [37]	73.49	76.58	73.61	78.36	80.89	76.72	81.59	86.50	82.89
MDCA-CP	76.85	79.11	73.72	82.56	81.87	80.03	87.32	87.65	85.55