Table 8 Quantitative results of the GLAS dataset. (bold indicates the best)

Model	year	mIoU	mDSC	Acc	Spe	Sen	Pre
Unet²	2015	0.554	0.754	0.702	0.818	0.711	0.754
UnetV2⁴⁷	2018	0.537	0.732	0.752	0.824	0.689	0.734
Unet++⁴	2019	0.575	0.751	0.735	0.816	0.714	0.773
Att-Unet⁵⁴	2018	0.604	0.764	0.786	0.813	0.753	0.813
TransUNet⁵⁴	2021	0.611	0.801	0.803	0.837	0.768	0.827
TransFuse⁵⁵	2021	0.814	0.806	0.842	0.864	0.752	0.864
Swin-Unet⁵⁶	2021	0.822	0.811	0.811	0.886	0.781	0.861
DoubleU-Net³⁷	2020	0.835	0.832	0.852	0.891	0.792	0.887
VMUNet⁵²	2024	0.845	0.865	0.866	0.885	0.813	0.893
VMUNetV2⁵³	2024	0.846	0.905	0.879	0.893	0.808	0.905
VMUnet-MSADI		0.853	0.919	0.901	0. 892	0.821	0.908

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