| Model | Encoder | DS | LOSS | LRTSA | CFMA |
| 1 | U-Net |
| Tversky |
|
|
| 2 | U-Net |
| wIoU + wBCE |
|
|
| 3 | U-Net | √ | wIoU + wBCE |
|
|
| 4 | UNet++ |
| Tversky |
|
|
| 5 | UNet++ |
| wIoU + wBCE |
|
|
| 6 | UNet++ | √ | wIoU + wBCE |
|
|
| 7 | U-Net | √ | wIoU + wBCE | √ |
|
| 8 | U-Net | √ | wIoU + wBCE | √ | 3 times |
| 9 | U-Net | √ | wIoU + wBCE | √ | 5 times |