| Methods | Image 1 | ||||
| OA (%) | P (%) | R (%) | F1 (%) | IoU (%) | |
| U-Net | 95.47 | 95.45 | 99.20 | 95.32 | 95.31 |
| DeepLabv3+ | 95.06 | 94.89 | 99.75 | 97.25 | 94.97 |
| Swin-UNet | 96.76 | 98.04 | 96.81 | 97.42 | 96.81 |
| TransUNet | 95.97 | 97.56 | 99.01 | 97.27 | 96.04 |
| STransUNet | 96.74 | 98.21 | 97.23 | 97.71 | 96.88 |
| Methods | Image 2 | ||||
| OA (%) | P (%) | R (%) | F1 (%) | IoU (%) | |
| U-Net | 96.24 | 96.17 | 98.97 | 98.11 | 96.01 |
| DeepLabv3+ | 96.03 | 95.89 | 99.02 | 97.42 | 96.36 |
| Swin-UNet | 97.25 | 99.26 | 98.02 | 98.63 | 97.30 |
| TransUNet | 97.01 | 98.21 | 99.24 | 98.22 | 96.89 |
| STransUNet | 97.38 | 99.31 | 98.25 | 98.76 | 97.55 |