Table 6 Experimental results for different combinations of dilation rates on the potsdam dataset.

From: A multi-scale remote sensing semantic segmentation model with boundary enhancement based on UNetFormer

Parameter

Street

Building

LowVeg

Tree

Car

OA

MIoU

MF1

IoU

F1

IoU

F1

IoU

F1

IoU

F1

IoU

F1

(4, 8, 12)

67.20

80.38

90.17

94.84

77.74

87.47

78.06

87.67

90.54

95.03

90.85

84.99

91.87

(6, 12, 18)

61.49

76.15

90.81

95.18

77.87

87.56

78.35

87.86

91.43

95.52

90.58

85.12

91.85

(6, 12, 18, 24)

65.96

79.49

90.90

95.23

78.29

87.82

80.09

88.94

91.07

95.33

91.30

85.87

92.30

(4, 8, 12, 16)

68.70

81.45

91.63

95.63

78.03

87.66

79.63

88.66

91.49

95.55

91.39

85.94

92.33