Oriented Object Detection on DOTA v2.0 (test-dev) benchmark leaderboard · SOTA2 Research

Oriented Object Detection on DOTA v2.0 (test-dev)

79.49AP (Plane)DCFL+

Evaluation Results

Method	Links
DCFL+2023.04		79.49	57.66	55.97	50.15	61.59	49	55.33	59.31	81.18	66.52	60.06	52.87	56.71	57.83	58.13	60.35	35.66	78.65	13.03
DCFL+2023.04		78.3	55.08	53.03	44.24	60.17	48.56	55.42	58.66	78.29	60.89	65.93	43.54	55.82	53.33	60	54.76	30.9	74.01	15.6
Oriented R-CNN2023.04		77.95	53.28	50.29	46.73	65.24	42.61	54.56	60.02	79.08	61.69	59.42	42.26	56.89	51.11	56.16	59.33	25.81	60.67	9.17
S2A-Net2023.04		77.84	49.86	51.31	43.72	62.59	47.51	50.58	57.86	80.73	59.11	65.32	36.43	52.6	45.36	52.46	40.12	0	62.81	11.11
HTC*2023.04		77.69	50.34	47.25	41.15	60.71	41.77	52.79	58.87	78.74	55.22	58.49	38.57	52.48	49.58	56.18	54.09	4.2	66.38	11.92
ATSS-O2023.04		77.46	49.57	49.55	42.12	62.61	45.15	48.4	51.7	78.43	59.33	62.65	39.18	52.43	42.92	53.98	42.7	5.91	67.09	10.68
MR2023.04		76.2	49.47	49.91	41.61	60	41.08	50.77	56.24	78.01	55.85	57.48	36.62	51.67	47.39	55.79	59.06	3.64	60.26	8.95
DCFL2023.04		75.71	51.57	49.4	44.69	63.23	46.48	51.55	55.5	79.3	59.96	65.39	41.86	54.42	47.03	55.72	50.49	11.75	69.01	7.75
R3Det w/ KLD2023.04		75.44	47.26	50.95	41.16	61.61	41.11	45.76	49.65	78.52	54.97	60.79	42.07	53.2	43.08	49.55	34.09	36.26	68.65	0.06
FCOS-O2023.04		74.84	48.51	47.53	40.83	57.41	43.89	47.72	55.66	78.61	57.86	63	38.02	52.38	41.91	53.24	40.22	7.15	65.51	7.42
S2A-Net w/ DCFL2023.04		74.79	52.84	53.25	45.81	65.46	46.49	53.23	58.1	81.51	60.13	66.42	43.24	55.09	50.52	55.58	54.53	5.23	68.73	13.06
Oriented Rep2023.04		73.02	48.95	46.68	42.37	63.05	47.06	50.28	58.64	78.84	57.12	66.77	35.21	50.76	48.77	51.62	34.23	6.17	64.66	5.87
RT2023.04		71.81	52.81	48.39	45.88	64.02	42.09	54.39	59.92	82.7	63.29	58.71	41.04	52.82	53.32	56.18	57.94	25.71	63.72	8.7
FR OBB2023.04		71.61	47.31	47.2	39.28	58.7	35.55	48.88	51.51	78.97	58.36	58.55	36.11	51.73	43.57	55.33	57.07	3.51	52.94	2.79
FR OBB + Dp2023.04		71.55	48.77	49.74	40.34	60.4	40.74	50.67	56.58	79.03	58.22	58.24	34.73	51.95	44.33	55.1	53.14	7.21	59.53	6.38
DAL2023.04		71.23	38.52	38.36	38.6	45.24	35.42	43.75	56.04	70.84	50.87	56.63	20.28	46.53	33.49	47.29	12.15	0.81	25.77	0
RetinaNet-O2023.04		70.63	46.68	47.26	39.12	55.02	38.1	40.52	47.16	77.74	56.86	52.12	37.22	51.75	44.15	53.19	51.06	6.58	64.28	7.45
SASM2023.04		70.3	44.53	40.62	37.01	59.03	40.21	45.46	44.6	78.58	49.34	60.73	29.89	46.57	42.95	48.31	28.13	1.82	76.37	0.74