Table 6.

Performance comparison of the DilatedSkinNet with UNet, SegNet, and DeepLabv3+ on ISIC 2016–2018 test sets

Methods	ISIC 2016				ISIC 2017				ISIC 2018
	ACC	JAC	DICE	Time (s)	ACC	JAC	DICE	Time (s)	ACC	JAC	DICE	Time (s)
U-Net [22]	0.854	0.798	0.832	11	0.764	0.687	0.696	10	0.842	0.793	0.815	24
SegNet [21]	0.908	0.813	0.907	16	0.822	0.679	0.818	16	0.880	0.730	0.879	33
DeepLabv3+ [23]	0.952	0.892	0.952	16	0.878	0.730	0.881	19	0.939	0.888	0.941	20
DilatedSkinNet	0.950	0.904	0.949	10	0.888	0.818	0.884	9	0.942	0.891	0.942	14

Time is in seconds on test sets

The higher values are marked in bold