A Deep Learning Method for Building Extraction from Remote Sensing Images by Fuzing Local and Global Features

Table 4

The impact of location encoding on the networks.

Method	P (%)	R (%)	F1 (%)	IOU (%)	Acc (%)
TransUnet	93.75	87.21	90.36	88.49	95.66
TransUnet + PEG	95.03	96.67	90.66	88.84	95.83
MATUnet-PEG	94.61	91.62	93.08	91.52	96.82
MATUnet	95.05	92.23	93.62	92.14	97.06