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Object Detection research benchmarks – Page 78 · SOTA2 Research

Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BDD100K disjoint-balance setting (test)

26.8mAP

2

Feb 26, 2026

0.216AP50

2

Feb 26, 2026

18.4AP50

2

Feb 26, 2026

31.7AP50

2

Feb 26, 2026

60.7mMR

2

Feb 26, 2026

OpenImages Challenge Public 2019 (test)

60.6mAP

2

Feb 26, 2026

COCO (test-challenge)

52.9mAP

2

Feb 26, 2026

41.9AP

2

Feb 26, 2026

MOT20Det (test)

81AP

2

Feb 26, 2026

88.3mAP

2

Feb 26, 2026

81.3mAP

2

Feb 26, 2026

MS-COCO novel categories (test)

Siamese Mask R-CNN

18.5mAP50

2

Feb 26, 2026

MS-COCO categories (train)

Siamese Mask R-CNN

41.3mAP@0.50

2

Feb 26, 2026

ImageNet DET (val2)

Faster R-CNN (ResNet-101, ensemble)

63.6mAP

2

Feb 26, 2026

Resistor detection held-out (test)

99.45Precision

1

Jun 30, 2026

Electronic Babylonian Library (eBL) old (test)

Cobanoglu et al.

22.8Average Precision (AP)

1

Jun 23, 2026

Electronic Babylonian Library (eBL) (stratified split)

Deformable DETR

0.312AP

1

Jun 23, 2026

Authors' Evaluation Protocol Dataset

23.2AP

1

Jun 18, 2026

Stop-sign Detection Dataset

42.3Stop-sign Miss Rate

1

Jun 18, 2026

Person Detection Dataset

25.5AP

1

Jun 18, 2026

Fused (IDD + BDD)

46.6mAP

1

Jun 11, 2026

78.7mAP

1

Jun 11, 2026

Rainy Conditions

38.5mAP

1

Jun 11, 2026

Indian Roads (DATS)

60Precision

1

Jun 11, 2026

Mixed Traffic Custom

94.6mAP

1

Jun 11, 2026

Page 78 of 81

Popular datasets

COCO Pascal VOC MS-COCO Cityscapes VOC

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