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Identification research benchmarks · SOTA2 Research

Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

83.25Accuracy

17

Apr 21, 2026

Software Repository

21.93Coverage

12

Jun 4, 2026

Personal Workspace

70.11Coverage

12

Jun 4, 2026

Cat Individual Images

SigLIP2-Giant + E5-Small-v2 + gating

89.52Top-1 Accuracy

6

Mar 4, 2026

DogFaceNet 17 (test)

SigLIP2-Giant + E5-Small-v2 + gating

78.18Top-1 Accuracy

6

Mar 4, 2026

99.42Rank-1 Accuracy

4

Jun 9, 2026

Industrial Dataset

98.4Accuracy

3

Feb 26, 2026

858-image evaluation dataset gallery-probe queries (test)

PLGSA-Transformer

78Rank-1 Acc

1

Jul 7, 2026

Popular datasets

Industrial Dataset DogFaceNet Cat Individual Images CFMS Personal Workspace

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