Table 6 Ablation experiment of TGMLP U-Net model.
From: Medical image segmentation model based on triple gate MultiLayer perceptron
Method | mDice (%) | SEN(%) | SPC (%) | DSC (%) | HD (%) |
|---|---|---|---|---|---|
Backbone | 79.2 | 82.3 | 89.2 | 81.3 | 73.2 |
Backbone+TM | 82.3 | 88.4 | 93.1 | 83.2 | 63.9 |
Backbone+LGP+TM | 84.5 | 90.4 | 96.3 | 87.5 | 55.5 |
Backbone+LGP+TM+GM | 86.45 | 91.2 | 98.31 | 89.06 | 50.94 |
