Table 9 Model performance comparison on BRATS 2020.

Model	Loss	Accuracy	Mean IoU	Precision	Sensitivity	Specificity	Dice Score	Dice Score (Necrotic)
MM-MSCA-AF	0.1065	0.9968	0.8589	0.8589	0.9349	0.9650	0.8158	0.7982
HCA⁴¹	0.2301	0.9922	0.845	0.840	0.920	0.960	0.801	0.7828
nnU-Net²³	0.015	0.9960	0.850	0.850	0.930	0.963	0.810	0.7950
UNet++²⁶	0.120	0.9957	0.848	0.845	0.935	0.961	0.808	0.7900
SegNet⁴⁴	0.130	0.9945	0.840	0.860	0.915	0.958	0.800	0.7750
Attention U-Net⁴³	0.118	0.9958	0.847	0.842	0.929	0.962	0.807	0.7880

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