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Person Re-Identification research benchmarks – Page 15 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DetReIDX (G→A) (test)

68.54R1

3

Feb 26, 2026

DetReIDX A→G (test)

31.9R1

3

Feb 26, 2026

DetReIDX A→A (test)

18.75Rank-1 Accuracy

3

Feb 26, 2026

UAV-Human Aerial-Aerial

70.4mAP

3

Feb 26, 2026

Market-1501 Ground-Ground

88.2mAP

3

Feb 26, 2026

SenseReID (test)

46Top-1 Acc

3

Feb 26, 2026

8.2Rank-1

3

Feb 26, 2026

VC-Clothes (test)

35.6Rank-1

3

Feb 26, 2026

Market1501 → GRID (test)

35.5mAP

3

Feb 26, 2026

18.96Rank-1 Rate

3

Feb 26, 2026

Transformer-based Re-ID with Hungarian Optimization

100Precision

2

Jun 23, 2026

86.8FNIR@FPIR

2

Feb 26, 2026

Deep Fashion (test)

90.3mAP

2

Feb 26, 2026

DukeMTMC-ReID 702/702 split (test)

44.3Rank-1

2

Feb 26, 2026

MSMT17 67 (test)

—

—Top-1 Accuracy

0

Feb 26, 2026

CCVID General (test)

—

—Top-1 Accuracy

0

Feb 26, 2026

PRCC SC 71 (test)

—

—Top-1 Acc

0

Feb 26, 2026

MSMT17 short-term (test)

—

—Top-1 Acc

0

Feb 26, 2026

Market1501 short-term (test)

—

—Top-1 Acc

0

Feb 26, 2026

CCVID General short-term (test)

—

—Top-1 Acc

0

Feb 26, 2026

PRCC SC short-term (test)

—

—Top-1 Accuracy

0

Feb 26, 2026

LTCC General short-term (test)

—

—Top-1 Accuracy

0

Feb 26, 2026

Page 15 of 15

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CUHK03 MSMT Market-1501 LTCC PRCC

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