Table 5.

The results of different methods on HRSID.

Method	Recall	Precision	AP	F1
Faster R-CNN	77.5%	88.8%	78.2%	0.83
Cascade R-CNN	79.3%	89.9%	79.2%	0.84
SSD	85.3%	87.4%	88.8%	0.86
CenterNet	87.4%	81.8%	86.3%	0.85
RetinaNet	83.8%	69.8%	82.5%	0.76
FCOS	79.5%	91.9%	86.6%	0.85
Yolox-tiny	82.33%	94.02%	91.08%	0.88
LPDNet (proposed)	85.99%	93%	93.09%	0.89