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Oriented Object Detection on DOTA v1.0 (mAP and FPS)

82.13mAP

BMCR

Updated 1mo ago

Evaluation Results

Method
BMCR 2026.06	82.13	63.9
RoI Trans. 2026.06	81.94	21.3
Oriented R-CNN 2026.06	81.64	44.8
Strip R-CNN 2026.06	81.58	66.3
Oriented R-CNN 2026.06	81.37	49.5
Oriented R-CNN 2026.06	81.24	24.3
Oriented R-CNN 2026.06	81.18	20.5
Oriented R-CNN 2026.06	81.11	51.3
Oriented R-CNN 2026.06	81.06	51.4
R3Det-KFIoU 2026.06	81.03	41.6
Oriented R-CNN 2026.06	80.93	55.2
RoI-Trans.-KFIoU 2026.06	80.93	50
RQFormer 2026.06	80.92	66.3
Oriented R-CNN 2026.06	80.87	68.5
Oriented R-CNN 2026.06	80.52	52.4
Oriented R-CNN 2026.06	80.37	46.5
OrientedFormer 2026.06	79.61	47.8
OrientedFormer 2026.06	79.36	51.2
BMCR 2026.06	79.31	63.9
OrientedFormer 2026.06	79.06	61.3
RoI Trans. 2026.06	79.05	56.4
Oriented R-CNN 2026.06	78.99	20.5
OrientedFormer 2026.06	78.86	48.6
UniconDet 2026.06	78.67	-
EMO2-DETR 2026.06	78.46	-
UniconDet 2026.06	78.45	-
UniconDet 2026.06	78.4	-
Oriented R-CNN 2026.06	78.39	51.4
Strip R-CNN 2026.06	78.37	66.3
ARS-DETR 2026.06	78.17	61.4
ARS-DETR 2026.06	78.09	55.1
Oriented R-CNN 2026.06	78.02	44.8
Oriented R-CNN 2026.06	77.72	24.3
Oriented R-CNN 2026.06	77.71	51.3
Oriented R-CNN 2026.06	77.6	49.5
Oriented R-CNN 2026.06	77.35	55.2
OrientedFormer 2026.06	77.13	47.8
RoI Trans. 2026.06	77.1	21.3
R3Det-KFIoU 2026.06	77.07	41.6
RoI-Trans.-KFIoU 2026.06	76.94	50
EMO2-DETR 2026.06	76.23	-
Oriented R-CNN 2026.06	75.95	46.5
OrientedFormer 2026.06	75.91	51.2
OrientedFormer 2026.06	75.88	48.6
Oriented R-CNN 2026.06	75.82	52.4
ARS-DETR 2026.06	75.47	55.1
OrientedFormer 2026.06	75.37	61.3
RQFormer 2026.06	75.04	66.3
RoI Trans. 2026.06	74.61	56.4
ARS-DETR 2026.06	74.16	61.4
Oriented R-CNN 2026.06	73.5	68.5
EMO2-DETR 2026.06	72.32	-
EMO2-DETR 2026.06	70.91	-