| Methods | Image 1 | |||||||||
| OA (%) | P (%) | R (%) | F1 (%) | IoU (%) | ||||||
| U-Net | 93.08 | 93.11 | 99.66 | 96.28 | 92.83 | |||||
| DeepLabv3+ | 95.77 | 96.01 | 99.57 | 97.76 | 95.62 | |||||
| Swin-UNet | 98.64 | 99.52 | 99.22 | 99.36 | 98.61 | |||||
| TransUNet | 97.38 | 97.25 | 99.62 | 98.42 | 97.65 | |||||
| STransUNet | 98.44 | 99.41 | 99.13 | 99.07 | 98.53 | |||||
| Methods | Image 2 | |||||||||
| OA (%) | P (%) | R (%) | F1 (%) | IoU (%) | ||||||
| U-Net | 94.32 | 93.31 | 99.67 | 96.39 | 93.03 | |||||
| DeepLabv3+ | 89.45 | 87.09 | 99.82 | 93.02 | 86.96 | |||||
| Swin-UNet | 96.71 | 98.48 | 97.65 | 98.05 | 96.11 | |||||
| TransUNet | 95.26 | 92.16 | 99.38 | 95.63 | 94.95 | |||||
| STransUNet | 96.57 | 98.54 | 98.06 | 98.19 | 96.03 | |||||