Table 6.

Comparison of proposed H-fusion-SEG model with state-of-arts models based on HAM10000.

Model	PACC	IoU	Dice	Epochs	Training time
D_U-Net49	0.87	N/A	0.89	N/A	N/A
SkinSAM50	0.84	0.66	0.79	N/A	N/A
SegNet42	0.88	0.75	0.82	N/A	N/A
DeepLabV342	0.90	0.79	0.86	N/A	N/A
U-Net42	0.91	0.81	0.84	N/A	N/A
Ensemble model42	0.95	0.90	0.93	N/A	N/A
ResUNet++39	0.92	0.92	0.92	40	N/A
MFSNet51	N/A	0.90	0.91	N/A	9 h
Proposed model	0.97	0.93	0.96	45	3 h