Table 14.

The three-classes dataset experiments with the minimized metrics.

Model Name	Categorical Crossentropy	KLDivergence	Categorical Hinge	Hinge	Squared Hinge	Poisson	Logcosh Error	Mean Absolute Error	Mean Squared Error	Mean Squared Logarithmic Error	Root Mean Squared Error
SeresNext50	0.123	0.123	0.129	0.712	0.735	0.374	0.011	0.046	0.023	0.011	0.151
SeresNext101	0.065	0.065	0.067	0.689	0.701	0.355	0.006	0.022	0.012	0.006	0.110
SeNet154	0.054	0.054	0.072	0.691	0.701	0.351	0.005	0.024	0.010	0.005	0.100
MobileNet	0.279	0.278	0.122	0.708	0.738	0.426	0.014	0.041	0.031	0.015	0.175
MobileNetV2	0.793	0.793	0.567	0.870	0.989	0.598	0.054	0.203	0.119	0.059	0.345
MobileNetV3Small	0.398	0.386	0.148	0.717	0.753	0.461	0.016	0.051	0.036	0.017	0.189
MobileNetV3Large	0.294	0.285	0.141	0.714	0.749	0.428	0.015	0.048	0.035	0.017	0.186