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Person Search research benchmarks · SOTA2 Research

Person Search

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CUHK-SYSU (test)

0.975CMC Top-1

147

Feb 26, 2026

59.7mAP

129

Feb 26, 2026

CUHK-PEDES (test)

64.13Recall@1

47

Feb 26, 2026

61.2mAP

19

Feb 26, 2026

CUHK-SYSU 100 gallery size

77.9mAP

17

Feb 26, 2026

60.8mAP

15

Feb 26, 2026

96.1mAP

15

Feb 26, 2026

CUHK-SYSU v1 (test)

83Running Time

9

Feb 26, 2026

MovieNet-PS N=10, Gallery Size 2K (train)

45.9mAP

5

Feb 26, 2026

CUHK-SYSU Low-resolution

44.9mAP

5

Feb 26, 2026

CUHK-SYSU Occlusion

39.7mAP

5

Feb 26, 2026

CUHK-SYSU (Whole)

57.7mAP

5

Feb 26, 2026

Popular datasets

CUHK-SYSU PRW CUHK-PEDES MovieNet-PS

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