Table 1 Comparison of predictive indicators of individual models.

Model	Accuracy	Precision	Recall	F1-score	IOU	DSC
U-Net⁴¹	0.968	0.881	0.889	0.783	0.651	0.783
Att-Unet⁴²	0.976	0.841	0.901	0.825	0.707	0.825
SegNet⁴³	0.968	0.898	0.887	0.783	0.652	0.783
UTNet⁴⁴	0.971	0.823	0.835	0.781	0.649	0.781
CE-Net⁴⁵	0.945	0.741	0.832	0.739	0.662	0.739
TransUnet⁴⁶	0.973	0.817	0.929	0.809	0.684	0.809
Swin-Unet⁴⁷	0.976	0.856	0.923	0.822	0.702	0.822
ResUnet⁴⁸	0.972	0.878	0.916	0.826	0.709	0.826
ChannelNet⁴⁹	0.979	0.901	0.921	0.841	0.718	0.841
MACC-Net (our)	0.981	0.907	0.931	0.847	0.728	0.847

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