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

Table 7

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

Methods	1%			5%			10%
	OA	AA	Kappa	OA	AA	Kappa	OA	AA	Kappa
AlexNet [23]	90.88	93.72	89.77	94.05	96.64	93.42	94.26	95.67	95.29
ResNet [33]	87.21	92.07	85.88	91.70	95.15	90.74	93.52	96.73	93.11
DenseNet [34]	85.52	90.81	84.12	91.03	94.36	90.05	93.14	96.12	92.17
PRAN [35]	78.86	76.17	76.49	90.28	88.17	89.16	91.81	89.32	91.17
FSSFNet [36]	91.04	94.74	90.02	93.56	96.69	92.82	95.85	98.03	95.37
SAGP [37]	90.87	94.68	89.82	92.64	95.69	91.81	94.76	97.45	94.16
MDCA-CP	91.45	94.84	89.98	94.51	97.11	93.24	96.15	98.11	96.21