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Person Re-Identification research benchmarks – Page 14 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RAP Ethnicity 1.0 (test)

7.4DPD

5

Feb 26, 2026

RAP Gender 1.0 (test)

0.4DPD

5

Feb 26, 2026

RAP Race 1.0 (test)

2.2DPD

5

Feb 26, 2026

LTCC Cloth-Consistent

58.9mAP

5

Feb 26, 2026

Market1501 Cloth-Consistent

64.1mAP

5

Feb 26, 2026

MSMT Cloth-Consistent 17

18.4mAP

5

Feb 26, 2026

Average Overall Order-8

43.8mAP

5

Feb 26, 2026

PRCC Cloth-Changing Order-8

32.7mAP

5

Feb 26, 2026

LTCC Cloth-Changing Order-8

0.101mAP

5

Feb 26, 2026

MSMT17 Cloth-Consistent Order-8

21.6mAP

5

Feb 26, 2026

LTCC Cloth-Consistent Order-8

52.8mAP

5

Feb 26, 2026

Market1501 Cloth-Consistent Order-8

64.1mAP

5

Feb 26, 2026

67.4mAP

5

Feb 26, 2026

P-DukeMTMC-reID (supervised)

91.9Rank-1

5

Feb 26, 2026

55.9Rank-1 Acc

5

Feb 26, 2026

CUHK01 (871/100 split)

91.2Rank-1 Accuracy

5

Feb 26, 2026

CUHK03 20 (test)

85.6mAP

4

Apr 23, 2026

UAV-Human v1 (test)

63.41mAP

4

Feb 26, 2026

79.57Rank-1 Accuracy

4

Feb 26, 2026

SYSU-MM01 Indoor

86.83mAP

4

Feb 26, 2026

0.764mAP

4

Feb 26, 2026

83.1mAP

4

Feb 26, 2026

CUHK-SYSU (test)

94.4mAP

4

Feb 26, 2026

MARS multiple query

Our-Fusion+XQDA+MQ

83.03Rank-1

4

Feb 26, 2026

Person Re-identification Dataset

65.8Avg-Shift Rank-1

3

Apr 24, 2026

Page 14 of 15

Popular datasets

CUHK03 MSMT Market-1501 LTCC PRCC

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