U-Net: A Smart Application with Multidimensional Attention Network for Remote Sensing Images

Table 3

Comparison of results of different deep network experiments on WHU data set.

Methods	Layer number	Recall (%)	Precision (%)	F1-measure (%)
U-Net	4	84.62	90.64	87.53
U-Net5	5	88.74	91.32	90.01
U-Net6	6	91.28	93.63	92.44
U-Net7	7	95.14	95.81	95.47
U-Net8	8	92.46	94.19	93.32