Dataset

Methods

OA (%)

P (%)

R (%)

F1 (%)

IoU (%)

Massachusetts

U-Net

89.95

65.26

87.78

74.16

60.73

DeepLabv3+

90.46

66.40

81.30

72.82

61.65

Swin-UNet

93.07

81.67

71.58

76.29

61.67

TransUNet

91.36

72.05

82.63

76.97

60.88

STransUNet

92.98

82.79

73.60

77.92

61.94