Oriented Object Detection on DIOR-R 5 (test) benchmark leaderboard · SOTA2 Research

Oriented Object Detection on DIOR-R 5 (test)

69.5APLABBSPO

Evaluation Results

Method	Links
ABBSPO2025.12		69.5	15.7	76.2	87.5	29.9	72.3	75.3	61.2	28.1	74.1	81.7	34.7	48.2	79.3	67.4	61.4	81.5	54.7	41.5	53.8	64.33	59.7
Oriented R-CNN2025.12		63	36.7	71.9	81.6	41.1	72.6	77.8	65.5	24.8	72.9	82.1	40.9	56.5	81.2	73.4	62.4	81.5	53.3	43.3	65.6	65.77	62.41
FCOS2025.12		62.1	37.9	74.6	81.2	32.9	72.1	75.3	61.8	27.4	69.1	78.7	34.4	50.6	80.1	68.6	68.1	81.3	49.1	43.4	64.5	62.67	60.66
GWD2025.12		61.5	23.6	73.6	81.1	17.4	72.7	68.3	47.2	20.7	71.2	73.2	33.9	34.3	77.6	64.7	57.5	80.9	42.1	39.7	60.2	54.7	55.07
KFIoU2025.12		60.6	36.6	73.6	80.9	27	72.6	73.4	56.5	25.4	73.9	72	32.9	45.8	75.8	65.2	57.6	80	48	40.1	58.8	59.93	57.84
RetinaNet2025.12		59.8	19.3	69.7	81.3	17.2	72.7	68.7	49.4	18.4	69.5	71.3	33.3	34.1	75.8	67.1	59.6	81	44.1	38	62.5	54.2	54.64
PointOBB2025.12		58.2	15.3	70.5	78.6	0.1	72.2	69.6	1.8	3.7	0.3	77.3	16.7	40.4	79.2	39.6	32.4	29.6	16.8	33.6	27.7	56.07	38.08
KLD2025.12		57.8	22.6	71.5	81.2	16.9	72.7	68.9	52.1	20.6	73.5	71	33.7	33.2	77.1	68.9	59.9	80.9	43.9	39.1	60.9	53.3	55.32
H2RBox2025.12		57.1	14.4	72.2	82.6	17.5	71.2	56.5	55.2	14	67.7	77.9	31	40.7	76.3	66.2	63.4	81.5	50.4	38	57.6	51.43	54.57
H2RBox-v22025.12		55.5	17.8	76.9	80.5	27.7	72.2	63	58.6	24.4	73.9	80.3	33.9	47.2	77.4	58.7	60.9	81.4	48.1	41.1	53.9	55.23	56.67
Point2RBox-SK2025.12		41.9	9.1	62.9	52.8	10.8	72.2	3	43.9	5.5	9.7	25.1	9.1	21	24	20.4	25.1	71.7	4.5	16.1	16.3	21.97	27.26
WSODet2025.12		20.7	29	63.2	67.3	0.2	65.5	0.4	0.1	0.3	49	28.9	0.3	1.5	1.2	53.4	16.4	40	0.1	6.1	0.1	7.53	22.2