Table 2.

Comparison between rotated detectors and horizontal detectors.

Mode	Method	AP (%)
Horizontal detection methods	Autoassign (Zhu et al., 2020)	63.5
	Fcos (Tian et al., 2019)	65.3
	Ddod (Chen et al., 2021)	64.9
	Dynamic Head (Dai et al., 2021)	67.6
	Libra-rcnn (Pang et al., 2019)	64.7
	Faster-rcnn (Ren et al., 2017)	68.6
	Cascade-rcnn (Cai and Vasconcelos, 2018)	69.1
	Doublehead-rcnn (Wu et al., 2020)	69.3
Rotated detection methods	Gliding Vertex (Xu et al., 2021)	66.1
	Rotated Fcos (Tian et al., 2019)	67.2
	Oriented Reppoints (Li et al., 2022)	70
	S2anet (Han et al., 2021)	70.7
	Rotated Faster-rcnn (Ren et al., 2017)	69.4
	Roi-trans (Ding et al., 2019)	72.4
	CMRD-Net	73.7