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Oriented Object Detection on DOTA (test)

90.25AP (Plane)

CSL

Updated 3d ago

Evaluation Results

Method	Links
CSL 2020.12		90.25	76.17	85.53	54.64	75.31	70.44	73.51	77.62	90.84	86.15	86.69	69.6	68.04	73.83	71.1	68.93	-
CSL 2021.12		90.25	76.17	54.64	85.53	75.31	70.44	73.51	77.62	90.84	86.15	86.69	69.6	68.04	73.83	71.1	68.93	-
RSDet 2021.04		90.1	74.1	53.8	82	68.5	70.2	78.7	73.6	91.2	87.1	84.7	64.3	68.2	66.1	69.3	63.7	-
SCRDet 2019.12		89.98	72.61	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	-
SCRDet 2020.12		89.98	72.61	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	-
SCRDet 2021.04		89.98	72.61	52.09	80.65	68.36	68.36	60.32	72.41	90.85	87.94	86.86	65.02	66.68	66.25	68.24	65.21	-
SCRDet 2021.12		89.98	72.61	52.09	80.65	68.36	68.36	60.32	72.41	90.85	87.94	86.86	65.02	66.68	66.25	68.24	65.21	-
SCRDet 2021.01		89.98	72.61	52.09	80.65	68.36	68.36	60.32	72.41	90.85	87.94	86.86	65.02	66.68	66.25	68.24	65.21	-
SCRDet 2020.05		89.98	72.61	52.09	87.94	68.36	68.36	60.32	72.41	90.85	80.65	86.86	65.02	66.68	66.25	68.24	65.21	-
RSDet 2021.04		89.8	72.2	48.6	82.9	65.2	69.5	70.1	70.2	90.5	85.6	83.4	62.5	63.9	65.6	67.2	68	-
DRN 2021.04		89.71	73.23	47.22	82.34	64.1	76.22	74.43	85.84	90.57	86.18	84.89	57.65	61.93	69.3	69.63	58.48	-
DRN 2020.05		89.71	73.23	47.22	86.18	64.1	76.22	74.43	85.84	90.57	82.34	84.89	57.65	61.93	69.3	69.63	58.48	-
S2A-Net + DAL 2020.12		89.69	76.95	83.11	55.03	71	78.3	81.9	88.46	90.89	84.97	87.46	64.41	65.65	76.86	72.09	64.35	-
DAL 2021.12		89.69	76.95	55.03	83.11	71	78.3	81.9	88.46	90.89	84.97	87.46	64.41	65.65	76.86	72.09	64.35	-
Gliding vertex 2021.04		89.64	75.02	52.26	85	77.34	73.01	73.14	86.82	90.74	79.02	86.81	59.55	70.91	72.94	70.86	57.32	-
CenterNet 2021.04		89.56	69.95	43.8	79.83	66.54	65.58	66.09	83.11	90.72	83.72	84.3	55.62	58.71	62.48	68.33	50.77	-
baseline 2020.05		89.56	69.95	43.8	83.72	66.54	65.58	66.09	83.11	90.72	79.83	84.3	55.62	58.71	62.48	68.33	50.77	-
R³Det 2019.12		89.54	71.69	81.99	48.46	62.52	70.48	74.29	77.54	90.8	81.39	83.54	61.97	59.82	65.44	67.46	60.05	-
R3Det 2021.04		89.54	71.69	48.46	81.99	62.52	70.48	74.29	77.54	90.8	81.39	83.54	61.97	59.82	65.44	67.46	60.05	-
R3Det 2021.01		89.54	71.69	48.46	81.99	62.52	70.48	74.29	77.54	90.8	81.39	83.54	61.97	59.82	65.44	67.46	60.05	-
R3Det 2020.12		89.49	73.74	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	-
R3Det 2021.04		89.49	73.74	50.53	81.17	66.1	70.92	78.66	78.21	90.81	85.26	84.23	61.81	63.77	68.16	69.83	67.17	-
R3Det 2021.12		89.49	73.74	50.53	81.17	66.1	70.92	78.66	78.21	90.81	85.26	84.23	61.81	63.77	68.16	69.83	67.17	-
DRN 2021.04		89.45	72.95	48.98	83.16	62.24	70.63	74.25	83.99	90.73	84.6	85.35	55.76	60.79	71.56	68.82	63.92	-
DRN 2020.05		89.45	72.95	48.98	84.6	62.24	70.63	74.25	83.99	90.73	83.16	85.35	55.76	60.79	71.56	68.82	63.92	-
SCRDet 2021.04		89.41	69.83	-	78.83	65.59	69.96	57.63	72.26	90.73	81.41	84.39	52.76	63.62	62.01	67.62	61.16	-
SCRDet 2020.05		89.41	69.83	50.02	81.41	65.59	69.96	57.63	72.26	90.73	78.83	84.39	52.76	63.62	62.01	67.62	61.16	-
O2-DNet 2019.12		89.31	71.04	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	-
O2-DNet 2020.12		89.31	71.04	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	-
O2-DNet 2021.12		89.31	71.04	47.33	82.14	61.21	71.32	74.03	78.62	90.76	82.23	81.36	60.93	60.17	58.21	66.98	61.03	-
O2-DNet 2021.01		89.31	71.04	47.33	82.14	61.21	71.32	74.03	78.62	90.76	82.23	81.36	60.93	60.17	58.21	66.98	61.03	-
R3Det-DCL 2021.12		89.26	77.37	53.54	83.6	72.76	79.04	82.56	87.31	90.67	86.59	86.98	67.49	66.88	73.29	70.56	69.99	-
DEA-Net (RoI Trans) 2021.12		89.18	77.77	55.14	83.46	71.69	79.59	83.08	88.1	90.88	87.09	86.73	63.99	65.14	75.81	78.01	68.69	-
S2A-Net 2020.12		89.11	74.12	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	-
CFC-Net 2021.01		89.08	73.5	52.41	80.41	70.02	76.28	78.11	87.21	90.89	84.47	85.64	60.51	61.52	67.82	68.02	50.09	-
CenterNet 2021.04		89.02	65.04	37.62	69.71	63.42	65.23	63.74	77.28	90.51	79.24	77.93	44.83	54.64	55.93	61.11	45.71	-
baseline 2020.05		89.02	65.04	37.62	79.24	63.42	65.23	63.74	77.28	90.51	69.71	77.93	44.83	54.64	55.93	61.11	45.71	-
RetinaNet 2019.12		88.92	62.02	67.67	33.55	56.83	66.11	73.28	75.24	90.87	73.95	75.07	43.77	56.72	51.05	55.86	21.46	-
DRN 2020.12		88.91	70.7	80.22	43.52	63.35	73.48	70.69	84.94	90.14	83.85	84.11	50.12	58.41	67.62	68.6	52.5	-
DRN 2021.04		88.91	70.7	43.52	80.22	63.35	73.48	70.69	84.94	90.14	83.85	84.11	50.12	58.41	67.62	68.6	52.5	-
DRN 2021.12		88.91	70.7	43.52	80.22	63.35	73.48	70.69	84.94	90.14	83.85	84.11	50.12	58.41	67.62	68.6	52.5	-
DRN 2021.01		88.91	70.7	43.52	80.22	63.35	73.48	70.69	84.94	90.14	83.85	84.11	50.12	58.41	67.62	68.6	52.5	-
DRN 2020.05		88.91	70.7	43.52	83.85	63.35	73.48	70.69	84.94	90.14	80.22	84.11	50.12	58.41	67.62	68.6	52.5	-
RetinaNet 2021.04		88.87	62.22	40.11	74.46	58.03	63.1	50.61	63.63	90.89	77.91	76.38	48.26	55.85	50.67	60.23	34.23	-
TricubeNet 2021.04		88.75	75.26	49.24	82.12	72.98	77.64	74.53	84.65	90.81	86.02	85.38	58.69	63.59	73.82	69.67	71.08	-
Baseline + DAL 2020.12		88.68	71.44	76.55	45.08	66.8	67	76.76	79.74	90.84	79.54	78.45	57.71	62.27	69.05	73.14	60.11	-
Baseline 2020.12		88.67	68.43	77.62	41.81	58.17	74.58	71.64	79.11	90.29	82.13	74.32	54.75	60.6	62.57	69.67	60.64	-
RoI-Transformer 2019.12		88.64	69.56	78.52	43.44	75.92	68.81	73.68	83.59	90.74	77.27	81.46	58.39	53.54	62.83	58.93	47.67	-
RoI Trans. 2020.12		88.64	69.56	78.52	43.44	75.92	68.81	73.68	83.59	90.74	77.27	81.46	58.39	53.54	62.83	58.93	47.67	-
RoI Trans 2021.04		88.64	69.56	43.44	78.52	75.92	68.81	73.68	83.59	90.74	77.27	81.46	58.39	53.54	62.83	58.93	47.67	-
RoI Trans 2021.12		88.64	69.56	43.44	78.52	75.92	68.81	73.68	83.59	90.74	77.27	81.46	58.39	53.54	62.83	58.93	47.67	-
RoI Trans. 2021.01		88.64	69.56	43.44	78.52	75.92	68.81	73.68	83.59	90.74	77.27	81.46	58.39	53.54	62.83	58.93	47.67	-
RoI-Transformer 2020.05		88.64	69.56	43.44	77.27	75.92	68.81	73.6	83.59	90.74	78.52	81.46	58.39	53.54	62.83	58.93	47.67	-
Baseline + DAL 2020.12		88.61	71.78	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	-
RRPN 2019.12		88.52	61.01	71.2	31.66	59.3	51.85	56.19	57.25	90.81	72.84	67.38	56.69	52.84	53.08	51.94	53.58	-
RRPN 2020.12		88.52	61.01	71.2	31.66	59.3	51.85	56.19	57.25	90.81	72.84	67.38	56.69	52.84	53.08	51.94	53.58	-
R2CNN 2021.04		88.52	60.67	31.66	71.2	59.3	51.85	56.19	57.25	90.81	72.84	67.38	56.69	52.84	53.08	51.94	53.58	-
RRPN 2021.12		88.52	61.01	31.66	71.2	59.3	51.85	56.19	57.25	90.81	72.84	67.38	56.69	52.84	53.08	51.94	53.58	-
RRPN 2021.01		88.52	61.01	31.66	71.2	59.3	51.85	56.19	57.25	90.81	72.84	67.38	56.69	52.84	53.08	51.94	53.58	-
RRPN 2020.05		88.52	61.01	31.66	72.84	59.3	51.85	56.19	57.25	90.81	71.2	67.38	56.69	52.84	53.08	51.94	53.58	-
TricubeNet 2021.04		88.28	74.22	47.32	80.46	70.09	76.97	72.97	84.52	90.73	83.87	84.6	56.92	62.91	73.36	68.74	71.63	-
CAD-Net 2020.12		87.8	69.9	82.4	49.4	73.5	71.1	63.5	76.7	90.9	79.2	73.3	48.4	60.9	62	67	62.2	-
CAD-Net 2021.12		87.8	69.9	49.4	82.4	73.5	71.1	63.5	76.7	90.9	79.2	73.3	48.4	60.9	62	67	62.2	-
CAD-Net 2021.01		87.8	69.9	49.4	82.4	73.5	71.1	63.5	76.7	90.9	79.2	73.3	48.4	60.9	62	67	62.2	-
TricubeNet 2021.04		87.51	72.17	43.21	73.62	63.67	76.97	72.97	84.36	89.21	83.59	84.6	47.29	61.77	73.36	68.74	69.4	-
ICN 2019.12		81.4	68.2	74.3	47.7	70.3	64.9	67.8	70	90.8	79.1	78.2	53.6	62.9	67	64.2	50.2	-
ICN 2020.05		81.4	68.2	47.7	79.1	70.3	64.9	67.8	70	90.8	74.3	78.2	53.6	62.9	67	64.2	50.2	-
ICN 2020.12		81.36	68.16	74.3	47.7	70.32	64.89	67.82	69.98	90.76	79.06	78.2	53.64	62.9	67.02	64.17	50.23	-
ICN 2021.04		81.36	68.16	47.7	74.3	70.32	64.89	67.82	69.98	90.76	79.06	78.2	53.64	62.9	67.02	64.17	50.23	-
ICN 2021.12		81.36	68.16	47.7	74.3	70.32	64.89	67.82	69.98	90.76	79.06	78.02	53.64	62.9	67.02	64.17	50.23	-
ICN 2021.01		81.36	68.16	47.7	74.3	70.32	64.89	67.82	69.98	90.76	79.06	78.2	53.64	62.9	67.02	64.17	50.23	-
R2CNN 2019.12		80.94	60.67	65.67	35.34	67.44	59.92	50.91	55.81	90.67	66.92	72.39	55.06	52.23	55.14	53.35	48.22	-
R2CNN 2020.12		80.94	60.67	65.67	35.34	67.44	59.92	50.91	55.81	90.67	66.92	72.39	55.06	52.23	55.14	53.35	48.22	-
RRPN 2021.04		80.94	61.01	35.34	65.75	67.44	59.92	50.91	55.81	90.67	66.92	72.39	55.06	52.23	55.14	53.35	48.22	-
R2CNN 2021.12		80.94	60.67	35.34	65.67	67.44	59.92	50.91	55.81	90.67	66.92	72.39	55.06	52.23	55.14	53.35	48.22	-
R2CNN 2021.01		80.94	60.67	35.34	65.67	67.44	59.92	50.91	55.81	90.67	66.92	72.39	55.06	52.23	55.14	53.35	48.22	-
R2CNN 2020.05		80.94	60.67	35.34	66.92	67.44	59.92	50.91	55.81	90.67	65.67	72.39	55.06	52.23	55.14	53.35	48.22	-
R-DFPN 2019.12		80.92	57.94	65.82	33.77	58.94	55.77	50.94	54.78	90.33	66.34	68.66	48.73	51.76	55.1	51.32	35.88	-
R-DFPN 2020.12		80.92	57.94	65.82	33.77	58.94	55.77	50.94	54.78	90.33	66.34	68.66	48.73	51.76	55.1	51.32	35.88	-
R-DFPN 2021.04		80.92	57.94	33.77	65.82	58.94	55.77	50.94	54.78	90.33	66.34	68.66	48.73	51.76	55.1	51.32	35.88	-
R-DFPN 2021.12		80.92	57.94	33.77	65.82	58.94	55.77	50.94	54.78	90.33	66.34	68.66	48.73	51.76	55.1	51.32	35.88	-
R-DFPN 2021.01		80.92	57.94	33.77	65.82	58.94	55.77	50.94	54.78	90.33	66.34	68.66	48.73	51.76	55.1	51.32	35.88	-
R-DFPN 2020.05		80.92	57.94	33.77	66.34	58.94	55.77	50.94	54.78	90.33	65.82	68.66	48.73	51.76	55.1	51.32	35.88	-
FR-O 2021.04		79.42	54.13	17.7	77.13	64.05	53.3	38.02	37.16	89.41	69.64	59.28	50.3	52.91	47.89	47.4	46.3	-
FR-O 2020.05		79.42	54.13	17.7	69.64	64.05	35.3	38.02	37.16	89.41	44.13	59.28	50.3	52.91	47.89	47.4	46.3	-
FR-O 2020.12		79.09	52.93	69.12	17.17	63.49	34.2	37.16	36.2	89.19	69.6	58.96	49.4	52.52	46.69	44.8	46.3	-
FR-O 2021.12		79.09	52.93	17.17	69.12	63.49	34.2	37.16	36.2	89.19	69.6	58.96	49.4	52.52	46.69	44.8	46.3	-
FR-O 2021.01		79.09	52.93	17.17	69.12	63.49	34.2	37.16	36.2	89.19	69.6	58.96	49.4	52.52	46.69	44.8	46.3	-
SSD 2019.12		39.83	10.59	9.09	0.64	13.18	0.26	0.39	1.11	16.24	27.57	9.23	27.16	9.09	3.03	1.05	1.01	-
SSD 2020.05		39.83	10.59	0.64	27.57	13.18	0.26	0.39	1.11	16.24	9.09	9.23	27.16	9.09	3.03	1.05	1.01	-
YOLOv2 2019.12		39.57	21.39	20.29	36.58	23.42	8.85	2.09	4.82	44.34	38.35	34.65	16.02	37.62	47.23	25.5	7.45	-
YOLOv2 2020.05		39.57	21.39	36.58	38.35	23.42	8.85	2.09	4.82	44.34	20.29	34.65	16.02	37.62	47.23	25.5	7.45	-
EMO2-DETR 2024.07		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	78.46
SASM 2024.07		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	79.17
AO2-DETR 2024.07		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	79.22
ReDet 2024.07		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	80.1
R³Det-KLD 2024.07		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	80.63
AOPG 2024.07		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	80.66
O-RCNN 2024.07		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	80.87
KFIOU 2024.07		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	80.93

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