Table 3 Per-class mIoU comparison on LoveDA dataset with other Models.

Method	Backbone	Background	Building	Road	Water	Barren	Forest	Agriculture	mIoU(%)
DeepLabv3+⁷	R50	0.43	0.51	0.52	0.74	0.11	0.44	0.59	47.60
Segmenter²⁶	ViT-T	0.38	0.51	0.49	0.77	0.13	0.44	0.58	47.10
ABCNet²⁷	R50	0.53	0.62	0.52	0.62	0.30	0.42	0.47	49.80
BANet²⁸	Res-T	0.54	0.62	0.51	0.65	0.27	0.44	0.48	50.15
UNetformer²⁹	R18	0.45	0.59	0.55	0.80	0.20	0.46	0.63	50.73
CM-UNet³⁰	R18	0.55	0.64	0.56	0.68	0.30	0.43	0.51	52.17
MSPNet	Starnet_s4	0.49	0.46	0.48	0.67	0.37	0.57	0.66	58.33

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