| Dataset | Methods | OA (%) | P (%) | R (%) | F1 (%) | IoU (%) |
| GF-2 | U-Net | 90.52 | 56.52 | 75.11 | 64.50 | 56.24 |
| DeepLabv3+ | 90.69 | 54.87 | 78.38 | 64.55 | 58.16 | |
| Swin-UNet | 93.87 | 72.30 | 63.23 | 67.46 | 72.46 | |
| TransUNet | 92.03 | 63.79 | 71.24 | 63.20 | 67.52 | |
| STransUNet | 93.79 | 75.68 | 63.01 | 68.76 | 72.84 |