Table 3.
Evaluation results of different models on the building datasets.
| Model | R | IoU | PA | MIoU | |||
|---|---|---|---|---|---|---|---|
| Building | Others | Building | Others | Building | Others | ||
| Unet | 0.8724 | 0.9300 | 0.7543 | 0.9314 | 0.8971 | 0.9664 | 0.8428 |
| Unet_ECBA | 0.8902 | 0.9414 | 0.7685 | 0.9467 | 0.9067 | 0.9683 | 0.8576 |
| DeeplabV3 | 0.8476 | 0.9070 | 0.6017 | 0.8772 | 0.7747 | 0.8633 | 0.7394 |
| AMBDNet | 0.9046 | 0.9743 | 0.7797 | 0.9481 | 0.9140 | 0.9713 | 0.8639 |