网络结构

IoU/%

背景

肺部

肺实变

磨玻璃影

MIoU

U-net

99.93

95.64

43.93

40.42

69.98

U-net++

99.96

96.73

55.45

65.34

79.37

Unet+ResNet101

99.93

96.64

55.63

66.57

79.69

DeepLabV3+

99.80

95.90

56.52

70.12

80.58

改进DeepLabV3+

99.86

96.49

59.76

74.13

82.56