Table 3.

Public datasets used for automated diagnosis and screening methods.

Diabetic Retinopathy (DR)
Dataset	Total	Grade
		Normal		Mild DR			Moderate DR			Severe DR			Proliferative DR
DIARETDB1	89	27		7			28						27
IDRiD	516	168		348
DDR	13,673	6266		630			4713						913
Messidor	1200	540		660
APTOS 2019	3662	1805		370			990			193			295
Age-Related Macular Degeneration (AMD)
Dataset	Total	Grade
		1	2	3	4	5	6	7	8	9	10	11	12	UG
AREDS	120,656	41,770	12,133	5070	8985	6012	7953	6916	6634	2539	4128	13,260	1098	4158
Glaucoma
Dataset	Total	Grade
		Normal		Early			Moderate			Deep			Ocular hypertension
RIM-ONE	169	118		12			14			14			11