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Table 4 Segmentation accuracy of model to multi-scale target

From: Large-scale tissue histopathology image segmentation based on feature pyramid

 

FCN-VGG16

U-Net

SegNet

ResNet50-GICN (k = 7)

ResNet50-GPP

ResNet50-GICN-GPP (k = 7) (proposed method)

XS score

34.80

45.36

48.52

45.20

59.29

63.11

XL score

48.14

22.67

52.43

62.48

57.17

64.03