A Lightweight Dangerous Liquid Detection Method Based on Depthwise Separable Convolution for X-Ray Security Inspection

Table 6

The detection results of the different methods on the XD-N.

Method	MIOU	MAP (%)	AP(%)
			H2SO4	HCL	C7H8	CH3OH	CH3COCH3	C2H5OH
YOLOV4_tiny_MobileNetV2_X-ray	0.824	83.75	97.62	90.89	68.71	83.63	73.91	87.73
YOLOV4_tiny_MobileNetV3_X-ray	0.835	84.12	95.18	90.91	66.44	88.03	75.24	88.89
DLDX_MobileNetV2	0.876	89.14	97.56	94.86	86.64	80.84	84.47	90.44
DLDX_MobileNetV3	0.876	90.56	100	92.80	84.14	85.60	89.77	91.05
DLDX	0.876	90.96	100	94.57	88.03	85.59	87.28	90.27