Oriented Object Detection on DOTA single-scale 1.0 (test) benchmark leaderboard · SOTA2 Research

Oriented Object Detection on DOTA single-scale 1.0 (test)

90.21AP (PL)FAOD

Evaluation Results

Method	Links
FAOD2021.05		90.21	79.58	45.49	76.41	73.18	68.27	79.56	90.83	83.4	84.68	53.4	65.42	74.17	69.69	64.86	73.28
RSDet2021.05		90.1	82	53.8	68.5	70.2	78.7	73.6	91.2	87.1	84.7	64.3	68.2	66.1	69.3	63.7	74.1
SCRDet2021.05		89.98	80.65	52.09	68.36	68.36	60.32	72.41	90.85	87.94	86.86	65.02	66.68	66.25	68.24	65.21	72.61
R3Det-DCL2021.05		89.78	83.95	52.63	69.7	76.84	81.26	87.3	90.81	84.67	85.27	63.5	64.16	68.96	68.79	65.45	75.54
DRN2021.05		89.71	82.34	47.22	64.1	76.22	74.43	85.84	90.57	86.18	84.89	57.65	61.93	69.3	69.63	58.48	73.23
Gliding Vertex2021.05		89.64	85	52.26	77.34	73.01	73.14	86.82	90.74	79.02	86.81	59.55	70.91	72.94	70.86	57.32	75.02
MaskOBB2021.05		89.61	85.09	51.85	72.9	75.28	73.23	85.57	90.37	82.08	85.05	55.73	68.39	71.61	69.87	66.33	74.86
Oriented RepPoints2021.05		89.53	84.07	59.86	71.76	79.95	80.03	87.33	90.84	87.54	85.23	59.15	66.37	75.23	73.75	57.23	76.52
R3Det2021.05		89.49	81.17	50.53	66.1	70.92	78.66	78.21	90.81	85.26	84.23	61.81	63.77	68.16	69.83	67.17	73.74
O2-DNet2021.05		89.31	82.14	47.33	61.21	71.32	74.03	78.62	90.76	82.23	81.36	60.93	60.17	58.21	66.98	61.03	71.04
CFA2021.05		89.26	81.72	51.81	67.17	79.99	78.25	84.46	90.77	83.4	85.54	54.86	67.75	73.04	70.24	64.96	75.05
S2A-Net2021.05		89.11	82.84	48.37	71.11	78.11	78.39	87.25	90.83	84.9	85.64	60.36	62.6	65.26	69.13	57.94	74.12
Oriented RepPoints2021.05		89.11	82.32	56.71	74.95	80.7	83.73	87.67	90.81	87.11	85.85	63.6	68.6	75.95	73.54	63.76	77.63
CenterMap2021.05		88.88	81.24	53.15	60.65	78.62	66.55	78.1	88.83	77.8	83.61	49.36	66.19	72.1	72.36	58.7	71.74
Oriented R-CNN2021.05		88.86	83.48	55.27	76.92	74.27	82.1	87.52	90.9	85.56	85.33	65.51	66.82	74.36	70.15	57.28	76.28
ReDet2021.05		88.79	82.64	53.97	74	78.13	84.06	88.04	90.89	87.78	85.75	61.76	60.39	75.96	68.07	63.59	76.25
RetinaNet-O2021.05		88.67	77.62	41.81	58.17	74.58	71.64	79.11	90.29	82.18	74.32	54.75	60.6	62.57	69.67	60.64	68.43
RoI-Trans.2021.05		88.65	82.6	52.53	70.87	77.93	76.67	86.87	90.71	83.83	82.51	53.95	67.61	74.67	68.75	61.03	74.61
DAL2021.05		88.61	79.69	46.27	70.37	65.89	76.1	78.53	90.84	79.98	78.41	58.71	62.02	69.23	71.32	60.65	71.78
Faster RCNN-O2021.05		88.44	73.06	44.86	59.09	73.25	71.49	77.11	90.84	78.94	83.9	48.59	62.95	62.18	64.91	56.18	69.05
CAD-Net2021.05		87.8	82.4	49.4	73.5	71.1	63.5	76.6	90.9	79.2	73.3	48.4	60.9	62	67	62.2	69.9
Oriented RepPoints2021.05		87.02	83.17	54.13	71.16	80.18	78.4	87.28	90.9	85.97	86.25	59.9	70.49	73.53	72.27	58.97	75.97
CenterNet-O2021.05		81	64	22.6	56.6	38.6	64	64.9	90.8	78	72.5	44	41.1	55.5	55	57.4	59.1
PIOU2021.05		80.9	69.7	24.1	60.2	38.3	64.4	64.8	90.9	77.2	70.4	46.5	37.1	57.1	61.9	64	60.5