Table 4 Ablation study of our EHCTNet on DSIFN-CD dataset.

From: Enhanced hybrid CNN and transformer network for remote sensing image change detection

Method

Rec.

F1

IoU

OA

Baseline

70.82

74.49

74.99

91.76

+ETMT

87.75

79.28

78.26

92.21

+RMI+ETMT

88.03

79.59

78.53

92.33

+ETMT+RMII

88.74

77.62

76.59

91.30

EHCTNet

89.01

79.30

78.20

92.10

  1. Ablations are experimented on our baseline, enhanced token mining based Transformer (ETMT), refined module I (RMI) and refined module II (RMII). Significant values are in italic and underline.
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