Table 2.
Comparison among the mIoU results of different models.
| Our model | U-Net | PSPNet | DeepLabV3 | FPN | |
|---|---|---|---|---|---|
| Background | 0.9846 | 0.9844 | 0.9798 | 0.9850 | 0.9839 |
| Class 1 | 0.9048 | 0.8943 | 0.8583 | 0.8854 | 0.8996 |
| Class 2 | 0.9345 | 0.9256 | 0.9210 | 0.9339 | 0.9278 |
| Class 3 | 0.9318 | 0.9331 | 0.9016 | 0.9312 | 0.9285 |
| Class 4 | 0.6949 | 0.6926 | 0.6745 | 0.6899 | 0.7084 |
| Class 5 | 0.7047 | 0.6675 | 0.6436 | 0.6774 | 0.6867 |
| Class 6 | 0.6613 | 0.6134 | 0.4951 | 0.5577 | 0.6530 |
| Average | 0.8310 | 0.8158 | 0.7820 | 0.8086 | 0.8269 |