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Papers Benchmarks Datasets Tasks

Person Detection research benchmarks · SOTA2 Research

Person Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

71.1AP

12

Feb 26, 2026

ExLPose Well-lit 1.0 (test)

LIME + Baseline-all

63.5AP (0.5:0.95)

7

Feb 27, 2026

ExLPose Low-light-all 1.0 (test)

34.9AP@0.5:0.95

7

Feb 27, 2026

ExLPose Low-light-extreme 1.0 (test)

21AP (0.5:0.95)

7

Feb 27, 2026

ExLPose Low-light-hard 1.0 (test)

34.5AP@0.5:0.95

7

Feb 27, 2026

ExLPose Low-light-normal 1.0 (test)

46.2AP@0.5:0.95

7

Feb 27, 2026

51Precision

5

Feb 26, 2026

Infant Videos (test)

98.1Detection AP

4

Feb 26, 2026

AOS original ('F' scenes)

92.2AP

2

Feb 26, 2026

Physical World Video Dataset

92.01TPR

2

Feb 26, 2026

Disjoint Synthetic Dataset

0.649AP

1

Feb 26, 2026

AOS 'F' scenes (excluding F3 and F4) modified

Proposed RGB-only pipeline

89.6AP

1

Feb 26, 2026

Popular datasets

ExLPose AOS COCO DLR-ACD Physical World Video Dataset

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