Table 13.

Loss calculation of mangoNet and SOTA CNNs.

Model	Mean	Std	Median	IQR	Range
DenseNet121	36.9%	29.7%	24.8%	27.5%	98.8%
ResNet50	185.5%	244.9%	76.5%	145.0%	870.5%
InceptionV3	72.9%	47.0%	55.8%	74.9%	167.2%
Xception	49.5%	34.8%	38.0%	36.0%	110.7%
MobileNet	73.6%	52.3%	59.2%	72.0%	170.3%
VGG16	207.9%	0.1%	207.8%	0.0%	0.2%
MangoNet	52.6%	49.3%	30.5%	53.3%	169.1%