Dataset | Methods | OA (%) | P (%) | R (%) | F1 (%) | IoU (%) |
Massachusetts | U-Net | 89.95 | 65.26 | 87.78 | 74.16 | 60.73 |
DeepLabv3+ | 90.46 | 66.40 | 81.30 | 72.82 | 61.65 | |
Swin-UNet | 93.07 | 81.67 | 71.58 | 76.29 | 61.67 | |
TransUNet | 91.36 | 72.05 | 82.63 | 76.97 | 60.88 | |
STransUNet | 92.98 | 82.79 | 73.60 | 77.92 | 61.94 |