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. 2025 Jan 14;18:1482051. doi: 10.3389/fnbot.2024.1482051

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