Table 4.

Experimental results of eye lesion segmentation with PspNet and DeepLabv3.

Disease name	PspNet			DeepLabv3
	IoU	Dice	PA	IoU	Dice	PA
Cataract	0.784	0.869	0.905	0.777	0.87	0.895
Pterygium	0.684	0.797	0.858	0.699	0.81	0.854
Cornea arcus senillis	0.36	0.46	0.6	0.355	0.456	0.595
Pinguecula	0.312	0.44	0.65	0.277	0.395	0.631
Conjunctival hyperemia	0.236	0.322	0.421	0.267	0.353	0.542
Corneal neovascularization	0.202	0.297	0.489	0.223	0.32	0.386
Corneal opacity	0.21	0.309	0.553	0.205	0.299	0.497
Corneal leucoma	0.333	0.457	0.61	0.289	0.396	0.514
Corneal ulcer	0.263	0.353	0.487	0.299	0.402	0.538
Discoria	0.332	0.429	0.55	0.307	0.377	0.437