Nested Transformers for Hyperspectral Image Classification

Table 8

The entropies of the positive and negative samples of different methods.

Entropy (positive)	Salinas	Indian Pines	Tea Farm	Xiongan
CNN	0.4605	0.4807	0.1572	0.4478
ViT	0.4361	0.4497	0.4351	0.4449
Swin	0.4653	0.4568	0.3146	0.4362
NesT	0.4446	0.4410	0.1632	0.4358
Entropy (negative)	Salinas	Indian Pines	Tea Farm	Xiongan
CNN	0.1874	0.4637	0.1608	0.4437
ViT	0.3109	0.4217	0.4432	0.4464
Swin	0.3301	0.4009	0.2371	0.4450
NesT	0.3770	0.4580	0.4771	0.4425