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Person Re-Identification research benchmarks – Page 13 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CUHK-PEDES (source) to ICFG-PEDES (target) (test)

50.01Rank-1 (R1)

6

Mar 31, 2026

Occluded-DukeMTMC

6.1Inference Time (s)

6

Mar 20, 2026

81.1Rank-1

6

Feb 26, 2026

0.08Query Time (s)

6

Feb 26, 2026

82.8Rank-1 Acc (N-N)

6

Feb 26, 2026

16.28Rank-1

6

Feb 26, 2026

20.84Rank-1

6

Feb 26, 2026

0.516Rank-1

6

Feb 26, 2026

Market1501 (val)

90.3mAP

6

Feb 26, 2026

VC-Clothes SC (cam2&cam3)

95.1Top-1 Acc

6

Feb 26, 2026

MSMT17 large-scale (test)

77.2Rank@1

6

Feb 26, 2026

iLIDS-VID (test)

91.5Rank-1 Recall

6

Feb 26, 2026

CUHK01 486 IDs (test)

Part-Aligned Bilinear Representations

80.7Rank-1

6

Feb 26, 2026

Unseen Training Order-2 (average)

77.3mAP

5

May 7, 2026

Seen Training Order-2 (average)

69.3mAP

5

May 7, 2026

CUHK03 Training Order-2 (test)

65.7mAP

5

May 7, 2026

CUHK-SYSU Training Order-2 (test)

93.4mAP

5

May 7, 2026

Market-1501 Training Order-2 (test)

77.7mAP

5

May 7, 2026

MSMT17 Training Order-2 (test)

38.3mAP

5

May 7, 2026

Unseen-Avg Order-1 (train)

77.6mAP

5

May 7, 2026

Seen-Avg Order-1 (train)

70.3mAP

5

May 7, 2026

MSMT17 34 (test)

71.9mAP

5

Apr 23, 2026

CUHK03-NP detected (test)

66mAP

5

Mar 31, 2026

86.8mAP

5

Mar 9, 2026

RAP Language 1.0 (test)

5.3DPD

5

Feb 26, 2026

Page 13 of 15

Popular datasets

CUHK03 MSMT Market-1501 LTCC PRCC

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