Table 2 Comparative experiments on the potsdam dataset.

Model	Street		Building		LowVeg		Tree		Car		OA	MIoU	MF1
Model	IoU	F1	IoU	F1	IoU	F1	IoU	F1	IoU	F1	OA	MIoU	MF1
SegFormer	38.02	55.09	76.20	86.49	75.47	86.02	77.89	87.57	68.93	81.61	86.29	70.99	81.87
UnetMamba	65.23	78.96	90.76	95.16	77.28	87.18	79.69	88.70	90.91	95.24	91.09	85.59	92.13
LOGCAN++	42.92	60.06	92.89	96.31	77.19	87.13	80.31	89.08	91.65	95.65	90.80	85.77	92.22
SFA-Net	69.27	80.02	91.59	95.61	78.04	87.63	79.58	88.63	90.90	95.23	91.51	86.12	92.42
UNetFormer	63.84	77.94	88.64	93.97	76.83	86.90	78.99	88.26	91.19	95.39	90.54	84.74	91.63
Ours	69.36	81.91	91.58	94.57	78.46	87.93	79.34	88.48	91.20	95.57	91.56	86.12	92.43

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