. Author manuscript; available in PMC: 2021 Aug 1.

Published in final edited form as: IEEE Trans Med Imaging. 2021 Feb 2;40(2):699–711. doi: 10.1109/TMI.2020.3035253

Table IV.

Comparison Between Partial and Comprehensive Attention Methods for Skin Lesion Segmentation. SA, CA and LA RepresentOur Proposed Spatial, Channeland Scale Attention Modules Respectively

Network	Para	Dice(%)	ASSD(pix)
Baseline	1.9M	87.77±3.51	1.23±1.07
SA	2.0M	90.83±3.31	0.81±1.06
LA	2.0M	91.58+2.48	0.66+0.47
CA	2.7M	91.68±2.97	0.65±0.54
SA+LA	2.1M	91.62±3.13	0.70±0.48
CA+LA	2.7M	91.75±2.87	0.67±0.48
SA+CA	2.8M	91.87±3.00	0.73±0.69
CA-Net(Ours)	2.8M	92.08±2.67	0.58±0·39