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. 2025 Dec 12;15:43680. doi: 10.1038/s41598-025-27413-y

Table 2.

Comparative analysis with classic semantic segmentation models. Bold font indicates the best values.

Model Precision(%) Recall(%) Accuracy(%) MIoU(%) F1-score(%)
SegFormer 72.32 41.18 99.10 67.33 52.48
DeepLabV3+ 68.11 66.12 98.99 63.57 67.10
BiSeNetV2 60.84 58.39 98.86 57.06 59.59
Fast-SCNN 49.90 58.55 98.78 56.76 53.88
DANet 70.60 62.68 98.96 61.00 66.40
VDP_UNet 71.44 65.63 99.27 75.63 68.41