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Oriented Object Detection research benchmarks – Page 3 · SOTA2 Research

Oriented Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UCAS-AOD (test)

88.88AP (car)

6

Feb 26, 2026

DOAI Task 1 2019 (test)

89.2AP (Plane)

6

Feb 26, 2026

56.7mAP (50-95, e2e)

5

Mar 17, 2026

DOTA v2.0 (val)

31.03mAP (10%)

5

Mar 4, 2026

54.33mAP (10%)

5

Mar 4, 2026

55.9mAP

5

May 6, 2026

SKU110K-R (test)

57.7mAP

5

Feb 26, 2026

62.54mAP

4

May 25, 2026

TimberSeg (selected images)

67.4mAP50-95 (Cut)

1

May 7, 2026

Tracking (test)

80.6mAP50-95 (Cut)

1

May 7, 2026

81.8mAP50-95 (Cut)

1

May 7, 2026

Page 3 of 3

Popular datasets

DOTA DIOR HRSC FAIR1M SKU110K

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