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Person Re-Identification research benchmarks – Page 10 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

70.48Rank-1

11

May 15, 2026

MOO Side Training S -> T (test)

32.9mAP

11

Apr 30, 2026

MOO Side Training T -> S (test)

32.1mAP

11

Apr 30, 2026

MOO Top Training S -> T (test)

52.23mAP

11

Apr 30, 2026

MOO Top Training T -> S (test)

51.4mAP

11

Apr 30, 2026

AG-ReID G → W v2

34.3mAP

11

Apr 30, 2026

MSMT17 Protocol-1

47.17Rank-1 Accuracy

11

Feb 26, 2026

DukeMTMC Protocol-1

77.89Rank-1

11

Feb 26, 2026

Market1501 Protocol-1

86.25Rank-1 Acc

11

Feb 26, 2026

DetReIDX A→A v1

20.13mAP

11

Feb 26, 2026

DetReIDX G→A v1

35.44mAP

11

Feb 26, 2026

DetReIDX A→G v1

43.93mAP

11

Feb 26, 2026

CCPG within-domain 17

91.8CL

11

Feb 26, 2026

P-DukeMTMC (test)

93.8Rank-1 Acc

11

Feb 26, 2026

R+E body (RR+) part+pose

54.3R1 Accuracy

11

Feb 26, 2026

PRID 10 random splits average single-shot (test)

34.8Rank-1

11

Feb 26, 2026

LTCC General protocol (test)

82.6R-1 Accuracy

11

Feb 26, 2026

86.2Rank-1

10

Apr 2, 2026

85Rank-1 Accuracy

10

Apr 2, 2026

CUHK03 Cloth-Consistent Order-8

48.1mAP

10

Feb 26, 2026

PRCC Order-8 (Cloth-Consistent)

97mAP

10

Feb 26, 2026

SYSU-MM01 Indoor Search

72.3Rank-1

10

Feb 26, 2026

64.41Avg Rank Score

10

Feb 27, 2026

Market1501 to DukeMTMC

33.8mAP

10

Feb 26, 2026

MSMT17 original (test)

79.2Rank-1 Acc

10

Feb 26, 2026

Page 10 of 15

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CUHK03 MSMT Market-1501 LTCC PRCC

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