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Person Re-Identification research benchmarks – Page 2 · SOTA2 Research

Person Re-Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LTCC cloth-changing

75.8Rank-1

97

Jun 11, 2026

MSMT17 source: DukeMTMC-reID (test)

82.8Rank-1 Acc

97

Mar 17, 2026

52.8mAP

91

Jun 11, 2026

88CMC-1

84

Apr 2, 2026

DukeMTMC (test)

87.3mAP

83

Feb 26, 2026

Market-1501 (train)

65.7Rank-1 Acc

80

Feb 26, 2026

MSMT17 v1 (test)

78.7mAP

78

Feb 26, 2026

93.1Rank-1

77

Apr 16, 2026

CARGO Metadata-free

88.04Rank-1 Accuracy

76

Feb 26, 2026

CUHK03 Detected (test)

96.53mAP

72

Feb 26, 2026

90Rank-1

72

Feb 26, 2026

CUHK03 NP (test)

68.4Rank-1

69

Feb 26, 2026

Market-1501 single query (test)

95.1Rank-1

68

Feb 26, 2026

DukeMTMC-reID to Market1501

85.9mAP

67

Feb 26, 2026

90Rank-1

67

Feb 26, 2026

95.3Rank-1

66

Feb 26, 2026

CUHK03 Labeled (767/700)

98.5Rank-1

65

Apr 7, 2026

Occluded-DukeMTMC

71.3Rank-1 Acc

64

Mar 20, 2026

95.6Rank-1

63

Apr 2, 2026

CUHK03 Labeled (test)

96.92mAP

61

Feb 26, 2026

VC-Clothes (CC)

91Top-1 Acc

60

Jun 11, 2026

Seen-domain average (s)

70.4mAP

60

Mar 23, 2026

Celeb-reID (test)

ReIDCaps + 3DInvarReID#

65.5Rank-1

59

Feb 27, 2026

92.9Rank-1

58

Feb 26, 2026

45.7Top-1 Acc

57

Feb 26, 2026

Page 2 of 15

Popular datasets

CUHK03 MSMT Market-1501 LTCC PRCC

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