Table 4 Results of five ablation experiments designed on Massachusetts road dataset.

From: A dynamic attention mechanism for road extraction from high-resolution remote sensing imagery using feature fusion

D + C

MDW

FC

MCSA

FDA

Massachusetts

P (%)

R (%)

IoU (%)

F1 (%)

√

    

86.65

77.53

74.64

81.88

√

√

√

  

86.81

78.21

64.93

82.22

√

√

√

√

 

88.52

84.67

75.82

86.54

√

  

√

√

87.91

82.78

65.26

85.22

√

√

√

√

√

90.04

86.03

82.01

87.98

  1. Significant values are in [bold].
Back to article page