Table 4.

The results of different methods on AIR SARShip-1.0.

Methods	Recall	Precision	AP	F1	Params	FPS
SSD	76.73%	82.2%	86.11%	0.79	23,612,246	7.71
CenterNet	67.07%	94.02%	90%	0.78	32,664,197	14.17
Yolo v7	68.64%	84.06%	81.61%	0.76	37,194,710	14.65
Yolo v4-tiny	61.77%	77.7%	72.98%	0.69	5,874,116	47.85
Yolox-tiny	86.15%	83.83%	89.96%	0.85	5,032,866	29.94
LPDNet (proposed)	88.64%	84.88%	92.19%	0.87	5,150,158	26.76