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Person Re-Identification research benchmarks – Page 11 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PRCC SC protocol (test)

100R-1 Accuracy

10

Feb 26, 2026

VC-Clothes Cloth-changing

89.7Rank-1 Accuracy

9

Jun 11, 2026

34.01Rank-1

9

May 19, 2026

41.79Rank-1

9

May 19, 2026

MARS cross-view (test)

77.4mAP

9

Mar 24, 2026

LaST CC protocol

77.9R1

9

Mar 4, 2026

Occluded-PoseTrack

92.3Rank-1

9

Feb 26, 2026

AG-ReID W -> A v2 (test)

80.11mAP

9

Feb 26, 2026

AG-ReID A -> W v2 (test)

84.85mAP

9

Feb 26, 2026

UAV-Human A -> A v1 (test)

71.47mAP

9

Feb 26, 2026

Market-1501 G -> G v1 (test)

90.25mAP

9

Feb 26, 2026

P-DukeMTMC-reID standard (test)

70.7Rank-1

9

Feb 26, 2026

Market-1501 to Duke

MMT-DBSCAN + Ours (EvoADA)

71.4mAP

9

Feb 26, 2026

LReID-Unseen MA->SY->DU->MS->CU (generalisation)

53.5mAP

9

Feb 26, 2026

CRL-ReID (10-step)

66.7mAP

9

Feb 26, 2026

CRL-ReID 5-step

66.7mAP

9

Feb 26, 2026

Market1501 Source CUHK03 MA (target)

Baseline + MUSE + CAJ

83.9mAP

8

Jun 16, 2026

Briar BTS 5 (test)

Foundation Fusion

69.5Rank-1 Accuracy

8

May 22, 2026

Market-1501 (query-gallery)

0.685mAP

8

Apr 15, 2026

CUHK03 to Market-1501 NP (test)

45.1mAP

8

Mar 17, 2026

MSMT17 DukeMTMC-reID

Supervised learning (BOT)

48.3mAP

8

Feb 27, 2026

MSMT17 Market-1501

Supervised learning (BOT)

48.3mAP

8

Feb 27, 2026

G2APS-ReID Ground to Aerial

73.22Rank-1 Acc

8

Feb 26, 2026

G2APS-ReID Aerial to Ground

75.31Rank-1

8

Feb 26, 2026

LAGPeR Aerial to Ground

41.79Rank-1

8

Feb 26, 2026

Page 11 of 15

Popular datasets

CUHK03 MSMT Market-1501 LTCC PRCC

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