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

Table 3

Comparison result (%) of DOTA task 2.

	R-FCN [16]	FRH [17]	FPN [8]	ICN [12]	SCRDet [13]	CMDTD
Aircraft	79.33	80.32	88.70	90.00	90.18	87.38
Baseball field	44.26	77.55	75.10	77.70	81.88	83.96
Bridge	36.58	32.86	52.60	53.40	55.30	51.33
Athletic field	53.53	68.13	59.20	73.30	73.29	70.01
Car	39.38	53.66	69.40	73.50	72.09	70.06
Big car	34.15	52.49	78.80	65.00	77.65	74.47
Ship	47.29	50.04	84.5	78.20	78.06	85.99
Tennis court	45.66	90.41	90.60	90.80	90.91	90.36
Rugby field	47.74	75.05	81.30	79.10	82.44	71.49
Storage tank	65.84	59.59	82.60	84.80	86.39	83.60
Football field	37.92	57.00	52.50	57.20	64.53	58.26
Roundabout	44.23	49.81	62.10	62.10	63.45	65.57
Port	47.23	61.69	76.60	73.50	75.77	75.60
Swimming pool	50.64	56.46	66.30	70.20	78.21	73.31
Helicopter	34.90	41.85	60.10	58.10	60.11	54.14
MAP	47.24	60.46	72.00	72.50	75.35	73.70