Table 5 Results of ablation experiments on the ACDC dataset.
From: Boundary-enhanced sparse transformer for generalizable and accurate medical image segmentation
ACDC | Methods | Dice | HD | |||
|---|---|---|---|---|---|---|
Avg | LV | RV | MYO | |||
w/Self-Attention | 85.56 | 91.11 | 81.38 | 84.19 | 22.16 | |
w/Linformer | 86.53 | 91.85 | 82.52 | 85.23 | 12.78 | |
w/KSSDA | 90.45 | 95.25 | 88.72 | 87.39 | 15.29 | |
w/Scharr | 88.22 | 92.08 | 86.38 | 86.21 | 10.34 | |
w/LEGD | 90.79 | 93.78 | 89.46 | 89.14 | 8.95 | |
Our Model | 92.53 | 96.62 | 90.95 | 90.03 | 8.45 | |
