Table 3.

Dataset summary with the baseline accuracy (%) using different base CNNs only.

Dataset name	Class	Train	Test	Xception	ResNet-50	MobileNet-V2	Inception-V3
Banana nutrition deficiency	8	2156	920	62.50	61.53	61.74	62.17
Coffee nutrition deficiency	9	700	300	69.25	68.24	66.55	69.93
Potato disease	7	2010	869	83.56	83.16	80.78	83.44
PlantDoc disease	27	2047	516	64.64	64.45	61.32	60.15
BreakHis-40$\times$	8	1400	600	86.00	87.66	84.16	85.33
BreakHis-100$\times$	8	1460	625	81.80	83.33	80.20	82.51
SIPaKMeD	5	3550	500	91.33	92.66	90.92	92.34