Table 3.

Results of the ablation study with different activation functions.

Activation function	Epoch	Learning rate	Batch size	Optimizer	Backbone	Accuracy
Mish	100	0.001	2	Adam	EfficientNet	0.92
Swish	100	0.001[[parms resize(1),pos(50,50),size(200,200),bgcol(156)]]	2	Adam	EfficientNet	0.91
GeLU	100	0.001	2	Adam	EfficientNet	0.92
PReLU	100	0.001	2	Adam	EfficientNet	0.94
ReLU	100	0.001	2	Adam	EfficientNet	0.96

Note: the best results are in bold.