Method

mIoU (%)

P (%)

R (%)

mPA (%)

U-Net

56.17

68.46

72.52

71.11

U-Net3+

60.56

73.75

73.41

76.28

MultilabelRSIR

-

76.16

78.80

71.02

DeepLabV3+

59.36

72.35

72.14

74.96

PSPNet

55.81

69.54

68.49

71.28

SAM

58.22

-

-

-

MACU-Net

61.70

76.6

70.78

77.11

MAU-Net

61.90

75.47

74.96

76.72

Rmg + HL

64.10

76.40

74.57

78.95

AttU-Net

59.52

74.87

72.29

76.13

CAU-Net

63.27

76.57

74.95

74.86

SegFormer

60.97

70.62

69.36

73.63

Fursformer

63.32

74.04

74.40

74.04

SCGLU-Net (ours)

66.64

77.40

80.58

79.65