A Transformer-Based Network for Change Detection in Remote Sensing Using Multiscale Difference-Enhancement

Table 2

Ablation experiment of innovative modules.

Settings		Baseline	Baseline + LeWinTransformer block
LEVIR-CD	Precision (%)	91.65	93.23
	Recall (%)	87.50	91.98
	F1 (%)	89.53	92.36
	IoU (%)	81.04	86.22
DSIFN-CD	Precision (%)	87.31	88.94
	Recall (%)	82.78	85.12
	F1 (%)	84.98	87.95
	IoU (%)	73.88	76.98