Table 1. Performance evaluation of activation functions

Dataset	Activation function	mAP
Original	SiLU (original)	0.863
	SELU	0.781
	ELU	0.857
	LeakyReLU	0.856
	Mish	0.860
	ReLU	0.856
	Proposed method (SiLU + Mish)	0.866

mAP, mean average precision; SiLU, sigmoid-weighted linear unit; SELU, scaled exponential linear unit; ELU, exponential linear unit; ReLU, rectified linear unit.