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Papers Benchmarks Datasets Tasks

Object Detection research benchmarks – Page 53 · SOTA2 Research

Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SDGOD Night Rainy

16.81mAP

6

Mar 16, 2026

SDGOD (Dusk Rainy)

27.99mAP

6

Mar 16, 2026

HRSC PASCAL VOC2012 2016

98.3AP50

6

Mar 16, 2026

57F1 Score

6

Mar 12, 2026

28F1 Score

6

Mar 12, 2026

21F1 Score

6

Mar 12, 2026

46F1 Score

6

Mar 12, 2026

36F1 Score

6

Mar 12, 2026

51F1 Score

6

Mar 12, 2026

43F1 Score

6

Mar 12, 2026

37F1 Score

6

Mar 12, 2026

45F1 Score

6

Mar 12, 2026

63F1 Score

6

Mar 12, 2026

64F1 Score

6

Mar 12, 2026

64F1 Score

6

Mar 12, 2026

56F1 Score

6

Mar 12, 2026

37F1 Score

6

Mar 12, 2026

58F1 Score

6

Mar 12, 2026

81.6mAP

6

Mar 10, 2026

82.5mAP

6

Mar 10, 2026

82.3mAP

6

Mar 10, 2026

94.77Precision (Overall)

6

Mar 10, 2026

UAVDT 13 (test)

17.4AP50:95

6

Mar 9, 2026

SOI-Det (Overall)

81.32AP@50

6

Mar 4, 2026

MSCOCO Target 17 classes

27.5mAP

6

Feb 27, 2026

Page 53 of 81

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