Table 7 Results of ablation experiments on the synapse dataset.
From: Boundary-enhanced sparse transformer for generalizable and accurate medical image segmentation
Synapse | Methods | Dice | HD | Params(M) |
|---|---|---|---|---|
w/Self-Attention | 76.85 | 33.45 | 66.80 | |
w/Linformer | 77.98 | 33.95 | 30.65 | |
w/KSSDA | 82.27 | 26.47 | 9.04 | |
w/Scharr | 80.67 | 20.89 | 27.84 | |
w/LEGD | 82.98 | 16.03 | 25.23 | |
Our Model | 84.54 | 14.59 | 11.91 |
