TABLE 5.
Performance of U-Net with different modules.
| U-Net | U-Net w/dense block | U-Net w/dual attention | Dense dual attention U-Net | |
| A2C | 0.8860 | 0.8969 | 0.8973 | 0.9025 |
| A2C-V2C | 0.8889 | 0.9044 | 0.9018 | 0.9113 |
| A2C-LV | 0.8814 | 0.8837 | 0.8716 | 0.8862 |
| A2C-RV | 0.8548 | 0.8932 | 0.8705 | 0.8905 |
| Mean | 0.8778 | 0.8945 | 0.8853 | 0.8976 |
A2C, image containing left and right atria only; A2C-V2C, image containing left and right atria and left and right ventricles; A2C-LV, image containing left and right atria and only left ventricle; A2C-RV, image containing left and right atria and only right ventricle. Numbers in bold font indicate better performance in each category.