Multidirection Object Detection in Aerial View of Traffic Target under Complex Scenes

Table 2

Comparison results of DOTA task 1 (%).

	RRPN [11]	ICN [12]	Ding et al. [14]	R3Det [15]	SCRDet [13]	CMDTD
Aircraft	88.52	81.40	88.64	89.54	89.98	88.15
Baseball field	71.20	74.30	78.52	81.99	80.65	84.46
Bridge	31.66	47.70	43.44	48.46	52.09	50
Athletic field	59.30	70.30	75.92	62.52	68.36	69.98
Car	51.85	64.90	68.81	70.48	68.36	69.51
Big car	56.19	67.80	73.68	74.29	60.32	73.68
Ship	57.25	70.00	83.59	77.54	72.41	85.5
Tennis court	90.81	90.80	90.74	90.80	90.85	90.35
Rugby field	72.84	79.1	77.27	81.39	87.94	81.09
Storage tank	67.38	78.20	81.46	83.54	86.86	83.52
Football field	56.69	53.60	58.39	61.97	65.02	59.1
Roundabout	52.84	62.90	53.54	59.82	66.68	65.33
Port	53.08	67.00	62.83	65.44	66.25	71.64
Swimming pool	51.94	64.20	58.93	67.46	68.24	66.48
Helicopter	53.58	50.20	47.67	60.05	65.21	54.28
mAP	61.01	68.20	69.56	71.69	72.61	72.81