Learning-Based Visual Saliency Model for Detecting Diabetic Macular Edema in Retinal Image

Table 1

Performance comparison of nine models in the EDMERI dataset.

Metrics	GT	Ours	AIM	AWS	GBVS	ITTI	STB	Judd	SUN	Torralba	Average
AUC	1.0000	0.8275	0.5610	0.6081	0.6748	0.6419	0.4723	0.7945	0.6449	0.6235	0.6498
EMD	0.0000	8.1524	13.4767	13.2513	12.3116	12.8744	17.9996	12.3079	12.4320	12.701	12.8341
SS	1.0000	0.1930	0.0853	0.0987	0.1066	0.1044	0.0055	0.1033	0.0932	0.0988	0.0991