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Papers Benchmarks Datasets Tasks

Re-identification research benchmarks · SOTA2 Research

Re-identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

82.4mAP

61

Jun 19, 2026

TAB (Text Anonymization Benchmark)

6,893Exact Match

24

Feb 26, 2026

94.33AUROC

18

May 13, 2026

Macro Average (Across Datasets)

LCMem Single Stage

96.9AUC

18

Feb 26, 2026

LCMem Single Stage

97.2AUC

18

Feb 26, 2026

LCMem Single Stage

0.933AUC

18

Feb 26, 2026

LCMem Single Stage

99.7AUC

18

Feb 26, 2026

95.6AUC

18

May 15, 2026

HOSS-ReID (All-to-All)

60.9mAP

16

Mar 16, 2026

Gorilla-Berlin-Zoo

Ensemble (Confidence Averaging)

84.75Top-1 Acc

9

Feb 26, 2026

Gorilla-SPAC-Wild (test)

73.06Top-1 Acc

9

Feb 26, 2026

Clinical Notes Dataset (test)

90.87Exact Match

8

Feb 26, 2026

DukeMTMC-VideoReID V2V (test)

96.3Top-1 Acc

8

Feb 26, 2026

8Identity Metrics (IDs)

6

Jul 3, 2026

1.29IDs Score

6

Jul 3, 2026

10.4IDs

6

Jul 3, 2026

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