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Person Re-Identification research benchmarks – Page 8 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

51.08FID

14

Feb 26, 2026

28.8Rank-1

14

Feb 26, 2026

MSMT17 MS (target)

26.8mAP

14

Feb 26, 2026

CUHK03 (C3) (target)

50.6mAP

14

Feb 26, 2026

86.59Rank-1

14

Feb 26, 2026

84.3Top-1 Accuracy

14

Jun 11, 2026

DukeMTMC-reID v1 (test)

86.6Rank@1

14

Feb 26, 2026

CUHK03 new protocol (labelled)

76.9mAP

14

Feb 26, 2026

CUHK01 100 IDs (test)

93.2Rank-1

14

Feb 26, 2026

CARGO A↔A synthetic (test)

82.5Rank-1

13

May 19, 2026

CARGO A↔G synthetic (test)

71.28Rank-1 Accuracy

13

May 19, 2026

CARGO ALL synthetic (test)

70.51Rank-1 Accuracy

13

May 19, 2026

Seen-Avg AKA-order1

70.7mAP

13

May 7, 2026

CUHK03 (AKA-order1)

68.1mAP

13

May 7, 2026

MSMT17 AKA-order1

46.9mAP

13

May 7, 2026

DukeMTMC AKA-order1

66mAP

13

May 7, 2026

CUHK-SYSU AKA-order1

92.6mAP

13

May 7, 2026

Market-1501 (AKA-order1)

81.7mAP

13

May 7, 2026

Market-1501 to CUHK03 NP (test)

38.8mAP

13

Mar 17, 2026

Market-1501 Data Extension 10% → 100%

94.45Recall@1 (self-test)

13

Mar 10, 2026

42.35Top-1 Accuracy

13

Feb 27, 2026

DeepChange (test)

20.8mAP

13

Jun 11, 2026

Occluded-DukeMTMC (test)

71.4Rank-1 Accuracy

13

Feb 26, 2026

78Top-1 Acc

13

Feb 26, 2026

72.5Rank-1

13

Feb 26, 2026

Page 8 of 15

Popular datasets

CUHK03 MSMT Market-1501 LTCC PRCC

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