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Clustering research benchmarks – Page 41 · SOTA2 Research

Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.61ARI

7

Feb 26, 2026

0.49ARI

7

Feb 26, 2026

1ARI

7

Feb 26, 2026

0.98ARI

7

Feb 26, 2026

0.27ARI

7

Feb 26, 2026

Articles-1442-80

0.99ARI

7

Feb 26, 2026

Articles-1442-5

99ARI

7

Feb 26, 2026

5,224Estimated Clusters

7

Mar 25, 2026

1ARI

7

Mar 31, 2026

alizadeh 2000 v2

0.222COLLAB SIL Score

7

Feb 26, 2026

Coreset K-Means

0.207COLLAB. SIL

7

Feb 26, 2026

62.7Collaborative ARI

7

Feb 26, 2026

alizadeh 2000 v2

0.957COLLAB ARI

7

Feb 26, 2026

0.769COLLAB Silhouette

7

Feb 26, 2026

0.614FMI

7

Jun 18, 2026

50.27FP Score

7

Feb 26, 2026

75.2NMI

7

Feb 26, 2026

ImageNet-Dogs deep features (test)

52.6Accuracy

7

Feb 26, 2026

ImageNet-10 deep features (test)

95.8ACC

7

Feb 26, 2026

STL-10 deep features (test)

74.9Accuracy

7

Feb 26, 2026

CIFAR-10 deep features (test)

87.1Accuracy

7

Feb 26, 2026

Caltech101 20 (test)

45.12Accuracy

7

Feb 26, 2026

71.43ACC

7

Feb 26, 2026

Fashion-MV (test)

85.4Accuracy

7

Feb 26, 2026

57Accuracy

7

Feb 26, 2026

Page 41 of 67

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