Table 5.
Results of the evaluation of the incorporation of additional layers of attention mechanisms in the downsampling stages on the reference dataset.
| Model | Recall | IOU | PA | MIOU | |||
|---|---|---|---|---|---|---|---|
| Building | Others | Building | Others | Building | Others | ||
| AMBDNet | 0.9046 | 0.9743 | 0.7797 | 0.9481 | 0.9140 | 0.9713 | 0.8639 |
| AMBDNet_4 | 0.8910 | 0.9695 | 0.7735 | 0.9453 | 0.9085 | 0.9692 | 0.8592 |
| AMBDNet_5 | 0.8936 | 0.9671 | 0.7719 | 0.9402 | 0.9043 | 0.9657 | 0.8560 |