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Papers Benchmarks Datasets Tasks

Clustering research benchmarks – Page 32 · SOTA2 Research

Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

87.4ACC

9

Feb 26, 2026

0.35NMI

9

Feb 26, 2026

61.3NMI

9

Feb 26, 2026

5.6NMI

9

Feb 26, 2026

53.5NMI

9

Feb 26, 2026

0.267NMI

9

Feb 26, 2026

0.004NMI

9

Feb 26, 2026

0.112NMI

9

Feb 26, 2026

21.9NMI

9

Feb 26, 2026

0.647NMI

9

Feb 26, 2026

0.346Purity

9

Feb 26, 2026

66.4Purity

9

Feb 26, 2026

52.5Purity

9

Feb 26, 2026

75.2Purity

9

Feb 26, 2026

54.2Purity

9

Feb 26, 2026

0.529Purity

9

Feb 26, 2026

0.478ARI

9

Feb 26, 2026

0.752ARI

9

Feb 26, 2026

47ARI

9

Feb 26, 2026

0.408ARI

9

Feb 26, 2026

0.798ARI

9

Feb 26, 2026

0.801ARI

9

Feb 26, 2026

Hdigit 1% alignment (test)

54.7Accuracy

9

Feb 26, 2026

MNIST-USPS 1% alignment (test)

0.495Accuracy

9

Feb 26, 2026

Adobe Lightroom (test)

92.3Accuracy

9

Feb 26, 2026

Page 32 of 67

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