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Federated Clustering research benchmarks · SOTA2 Research

Federated Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

gaussian_non_iid synthetic (test)

99.6F-measure

9

Mar 16, 2026

ids2 non-iid synthetic (test)

99.84F-measure

9

Mar 16, 2026

42.8NMI

9

Feb 26, 2026

66.2NMI

9

Feb 26, 2026

0.079NMI

9

Feb 26, 2026

0.576NMI

9

Feb 26, 2026

0.39NMI

9

Feb 26, 2026

33.7NMI

9

Feb 26, 2026

0.014NMI

9

Feb 26, 2026

0.145NMI

9

Feb 26, 2026

30.1NMI

9

Feb 26, 2026

0.569NMI

9

Feb 26, 2026

26Runtime

4

Feb 26, 2026

314Runtime (ms)

4

Feb 26, 2026

52Runtime (ms)

4

Feb 26, 2026

30Runtime

4

Feb 26, 2026

MNIST N=1000 clients

13ARI

2

Feb 26, 2026

MNIST N=100 clients

1.51ARI

1

Feb 26, 2026

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