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Person Re-Identification research benchmarks – Page 12 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LTCC General (test)

77.2Top-1 Accuracy

8

Feb 26, 2026

Occluded-PoseTrack (test)

92.3R-1

8

Feb 26, 2026

VeRi-776 (test)

81.4mAP

8

Feb 26, 2026

CARGO Protocol 3: A↔A 1.0

82.5Rank-1 Acc

8

Feb 26, 2026

CARGO Protocol 1: ALL 1.0

64.1Rank1

8

Feb 26, 2026

i-LIDS (target)

80.7R-1

8

Feb 26, 2026

DukeMTMC 42 (test)

89R1

8

Feb 26, 2026

Market-1501 5 (test)

95.6R1

8

Feb 26, 2026

CUHK03 multi-shot (test)

Ours(ResNet-50)

88.3Rank-1

8

Feb 26, 2026

18.8mAP

8

Feb 26, 2026

72.98Rank-1 Acc

8

Feb 26, 2026

BIWI RGBD-ID (test)

Transformer-based Re-ID with Hungarian Optimization

100Precision

7

Jun 23, 2026

Transformer-based Re-ID with Hungarian Optimization

100Precision

7

Jun 23, 2026

LLCM Visible to Infrared

67.9R-1

7

Jun 11, 2026

92.3Rank-1 Acc

7

Feb 26, 2026

VC-Clothes CC (cam3&cam4)

81.4Top-1 Acc

7

Feb 26, 2026

Market-1501 (source)

94.8Top-1 Accuracy

7

Feb 26, 2026

MSMT17 (source)

0.777mAP

7

Feb 26, 2026

GRID P=900 (test)

16.56Rank-1

7

Feb 26, 2026

MeVID (Overall)

EC + CSCI - Pix. Bin

79.1R-1

7

Feb 26, 2026

VC-Clothes Cloth-unchanging

96Rank-1 Accuracy

6

Jun 11, 2026

CUHK03 C2 (test)

89.8mAP

6

Apr 30, 2026

Market1501 53 (test)

93mAP

6

Apr 23, 2026

84.7Rank-1 Acc

6

Apr 2, 2026

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

47.66R1

6

Mar 31, 2026

Page 12 of 15

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CUHK03 MSMT Market-1501 LTCC PRCC

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