Method

Parameters (M)

Complexity (G)

mIoU (%)

U-Net

99.074

54.67

58.91

U-Net3+

26.986

198.67

61.26

MultilabelRSIR

51.95

140.680

59.87

DeepLabV3+

59.34

22.243

60.27

PSPNet

72.31

70.058

57.43

DPPNet

61.26

74.60

59.63

MACU-Net

5.2

29.65

62.67

MAU-Net

14.55

41.263

60.53

Rmg + HL

40.75

68.23

59.70

AttU-Net

34.87

66.49

61.54

CAU-Net

45.24

70.65

63.27

SegFormer

47.34

79.105

60.45

HrViT

28.62

27.415

60.71

TMNet

20.55

47.49

61.23

SCGLU-Net (ours)

28.46

66.62

63.28