Table 4: Results of ablation study on MAM and AFM on WMH challenge dataset.
Model | DSC (%) ↑ | AVD (%) ↓ | Recall (%) ↑ | F1 (%) ↑ |
BAGAU-Net (without MAM and AFM) | 80.52 | 17.33 | 81.64 | 74.19 |
BAGAU-Net (without MAM) | 81.29 | 15.72 | 82.13 | 77.31 |
BAGAU-Net (without AFM) | 80.93 | 16.19 | 81.87 | 76.63 |
BAGAU-Net | 82.02 | 14.19 | 82.58 | 78.42 |