Nested Transformers for Hyperspectral Image Classification

Table 4

The classification accuracy of Salinas (%).

Category	LR	SVM	RF	CNN	ViT	Swin	NesT
C01	98.39	100.00	99.74	100.00	100.00	100.00	100.00
C02	96.85	98.54	99.30	100.00	100.00	99.97	100.00
C03	92.94	90.90	94.58	100.00	98.55	98.75	100.00
C04	98.37	97.65	98.36	100.00	99.77	98.97	99.13
C05	93.42	97.22	98.72	98.89	97.80	98.84	99.36
C06	99.77	100.00	99.97	100.00	99.92	99.62	99.77
C07	98.86	97.45	99.49	99.94	100.00	99.94	100.00
C08	73.30	69.02	78.41	97.78	97.86	98.03	99.18
C09	98.90	98.44	98.38	99.64	99.64	99.80	100.00
C10	91.01	86.35	91.71	99.59	99.63	99.81	99.93
C11	87.01	88.93	93.14	99.52	98.70	99.25	100.00
C12	92.43	95.33	96.04	100.00	100.00	99.79	99.94
C13	95.59	92.86	95.97	99.89	100.00	99.89	100.00
C14	96.23	97.57	98.32	100.00	99.43	99.16	99.71
C15	70.16	78.98	77.20	96.55	95.41	95.65	98.96
C16	98.35	98.89	98.99	99.72	100.00	100.00	100.00
Overall accuracy	88.13	87.69	91.01	98.93	98.66	98.76	99.61