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Face Clustering research benchmarks · SOTA2 Research

Face Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MS1M 5.21M unlabeled (test)

0.37FP Rate

20

Feb 26, 2026

MS1M 4.05M unlabeled (test)

1.4FP Rate

20

Feb 26, 2026

MS1M 2.89M unlabeled (test)

7.3FP

20

Feb 26, 2026

MS1M 1.74M unlabeled (test)

8.78FP Rate

20

Feb 26, 2026

MS1M 584K unlabeled (test)

95.46FP

20

Feb 26, 2026

Extended Yale B 3 Subjects

1.92Mean Clustering Error

11

Jun 5, 2026

Extended Yale B

0.576Mean AMI

10

May 26, 2026

Extended Yale B 10 Subjects

10.94Mean Clustering Error

6

Feb 26, 2026

Extended Yale B 8 Subjects

0.059Mean Clustering Error

6

Feb 26, 2026

Extended Yale B 5 Subjects

4.31Mean Clustering Error

6

Feb 26, 2026

Extended Yale B 10 subjects

67.19Accuracy

4

Jun 5, 2026

95.5F1-score

2

Feb 26, 2026

Popular datasets

MS1M Extended Yale B Yale LFW Yale B

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