Object Detection on DIOR official (test) benchmark leaderboard · SOTA2 Research

Object Detection on DIOR official (test)

80.79AP (c1)SCRDet++ (FPN*)

Evaluation Results

Method	Links
SCRDet++ (FPN*)2020.04		80.79	87.67	80.46	89.76	57.83	80.9	75.23	90.01	82.93	84.51	83.55	63.19	67.25	72.59	79.2	70.44	89.97	70.71	58.82	90.25	77.8
YOLOv32020.04		72.2	29.2	74	78.6	31.2	69.7	26.9	48.6	54.4	31.1	61.1	44.9	49.7	87.4	70.6	68.7	87.3	29.4	48.3	78.7	57.1
SCRDet++ (RetinaNet*)2020.04		71.94	84.99	79.48	88.86	52.27	79.12	77.63	89.52	77.79	84.24	83.07	64.22	—	71.25	76.51	64.54	88.02	70.91	47.12	85.1	75.11
FPN2020.04		66.57	83	71.89	83.02	50.41	75.74	70.23	81.08	74.83	79.03	77.74	55.29	62.06	72.26	72.1	68.64	81.2	66.07	54.56	89.09	71.74
SCRDet++ (FPN*)2020.04		66.35	83.36	74.34	87.33	52.45	77.98	70.06	84.22	77.95	80.73	81.26	56.77	63.7	73.29	71.94	71.24	83.4	62.28	55.63	90	73.21
SCRDet++ (RetinaNet*)2020.04		64.33	78.99	73.24	85.72	45.83	75.99	68.41	79.28	68.93	77.68	77.87	56.7	62.15	70.38	67.66	60.42	80.93	63.74	44.44	84.56	69.36
PANet2020.04		61.9	70.4	71	80.4	38.9	72.5	56.6	68.4	60	69	74.6	41.6	55.8	71.7	72.9	62.3	81.2	54.6	48.2	86.7	63.8
PANet2020.04		60.2	72	70.6	80.5	43.6	72.3	61.4	72.1	66.7	72	73.4	45.3	56.9	71.7	70.4	62	80.9	57	47.2	84.5	66.1
RetinaNet2020.04		59.98	79.02	70.85	83.37	45.25	75.93	64.53	76.87	66.63	80.25	76.75	55.94	60.7	70.38	61.45	60.15	81.13	62.76	44.52	84.46	68.05
SSD2020.04		59.5	72.7	72.4	75.7	29.7	65.8	56.6	63.5	53.1	65.3	68.6	49.4	48.1	59.2	61	46.6	76.3	55.1	27.4	65.7	58.6
CornerNet2020.04		58.8	84.2	72	80.8	46.4	75.3	64.3	81.6	76.3	79.5	79.5	26.1	60.6	37.6	70.7	45.2	84	57.1	43	75.9	64.9
CSFF2020.04		57.2	79.6	70.1	87.4	46.1	76.6	62.7	82.6	73.2	78.2	81.6	50.7	59.5	73.3	63.4	58.5	85.9	61.9	42.9	86.9	68
FPN2020.04		54.1	71.4	63.3	81	42.6	72.5	57.5	68.7	62.1	73.1	76.5	42.8	56	71.8	57	53.5	81.2	53	43.1	80.9	63.1
FPN2020.04		54	74.5	63.3	80.7	44.8	72.5	60	75.6	62.3	76	76.8	46.4	57.2	71.8	68.3	53.8	81.1	59.5	43.1	81.2	65.1
Mask-RCNN2020.04		53.9	76.6	63.2	80.9	40.2	72.5	60.4	76.3	62.5	76	75.9	46.5	57.4	71.8	68.3	53.7	81	62.3	43	81	65.2
Mask-RCNN2020.04		53.8	72.3	63.2	81	38.7	72.6	55.9	71.6	67	73	75.8	44.2	56.5	71.9	58.6	53.6	81.1	54	43.1	81.1	63.5
RetinaNet2020.04		53.7	77.3	69	81.3	44.1	72.3	62.5	76.2	66	77.7	74.2	50.7	59.6	71.2	69.3	44.8	81.3	54.2	45.1	83.4	65.7
Faster-RCNN2020.04		53.6	49.3	78.8	66.2	28	70.9	62.3	69	55.2	68	56.9	50.2	50.1	27.7	73	39.8	75.2	38.6	23.6	45.4	54.1
RetinaNet2020.04		53.3	77	69.3	85	44.1	73.2	62.4	78.6	62.8	78.6	76.6	49.9	59.6	71.1	68.4	45.8	81.3	55.2	44.4	85.5	66.1