Table 4. Overall performance evaluation of proposed method

Dataset	Activation Function	Upsampling	mAP
Original	SiLU (original)	Nearest	0.863
ImageNet augmentation	Proposed method (SiLU + Mish)	Bicubic	0.898

mAP, mean average precision; SiLU, sigmoid-weighted linear unit.