Table 5.

Comparison of hemorrhages detection methods on DIARETDB1

Methods		Lesion level	Image level
		Sensitivity (%)	Sensitivity (%)	Specificity (%)	Accuracy (%)
García et al. [5]		93	100	60	80
García et al. [24]	SVM	66	100	52	82
	MV	86	100	56	83
	MLP	85	100	52	82
	BRF	83	100	56	83
Our method		89	100	80	93