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Person Re-Identification research benchmarks – Page 6 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Average (PRID, GRID, VIPeR, iLIDs) (target)

72.8mAP

20

Feb 26, 2026

60.1mAP

20

Feb 26, 2026

79.4mAP

20

Feb 26, 2026

DukeMTMC standard (test)

DeiT-Base + DCAL

80.2mAP

20

Feb 26, 2026

SYSU-30k (test)

29.5Rank-1

20

Feb 26, 2026

VIPeR 10 random splits average (test)

38.5Rank-1

20

Feb 26, 2026

CUHK03 Order-2 (train)

46.3mAP

19

Feb 26, 2026

CUHK-SYSU (train Order-2)

84.2mAP

19

Feb 26, 2026

Market1501 (train Order-2)

68.1mAP

19

Feb 26, 2026

MSMT17 Order-2 (train)

24.6mAP

19

Feb 26, 2026

DukeMTMC Order-2 (train)

60.4mAP

19

Feb 26, 2026

Celeb-reID light

79.1Rank-1

19

Jun 11, 2026

Market-1501 original (test)

95.7Rank-1 Accuracy

19

Feb 26, 2026

PRCC Same-Clothes (SC) (test)

100R-1

18

Jun 11, 2026

69mAP

18

May 19, 2026

AG-REID Ground-Aerial

Explainable BoT

73.39mAP

18

Feb 26, 2026

AG-REID Aerial-Ground

Explainable BoT

72.61mAP

18

Feb 26, 2026

CUHK03 Labeled NP (test)

78.9Rank-1

18

Feb 26, 2026

VIPeR P=316 (test)

40Rank-1

18

Feb 26, 2026

AG-ReID A→C v2

89.43Rank-1

17

May 19, 2026

Occluded-Market

SAGA+CLIMB (Ours)

90.1Rank-1 Accuracy

17

May 20, 2026

LAGPeR Ground to Aerial+Ground

25.61Rank-1 Accuracy

17

May 19, 2026

LAGPeR Ground to Aerial

35.26Rank-1

17

May 19, 2026

87.1Rank-1 Accuracy (R-1)

17

Feb 26, 2026

HITSZ-VCM Visible-to-Infrared

74.6R@1

16

Apr 20, 2026

Page 6 of 15

Popular datasets

CUHK03 MSMT Market-1501 LTCC PRCC

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