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Clustering research benchmarks – Page 22 · SOTA2 Research

Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

93.6ACC

12

Feb 26, 2026

48Accuracy

12

Feb 26, 2026

72.8ACC

12

Feb 26, 2026

99.2ACC

12

Feb 26, 2026

99Accuracy

12

Feb 26, 2026

98Accuracy

12

Feb 26, 2026

New York Times (NYT)

75.85F-measure

12

Feb 26, 2026

68.4Accuracy Coefficient

12

Feb 26, 2026

0.916AC

12

Feb 26, 2026

49AMI

11

Jun 23, 2026

39AMI

11

Jun 23, 2026

1AMI

11

Jun 23, 2026

0.93AMI

11

Jun 23, 2026

1AMI

11

Jun 23, 2026

Yeast K-NN digraph

29AMI

11

Jun 23, 2026

Vertebral K-NN digraph

51AMI

11

Jun 23, 2026

Olivetti K-NN digraph

71AMI

11

Jun 23, 2026

Seeds K-NN digraph

76AMI

11

Jun 23, 2026

49AMI

11

Jun 23, 2026

Control Chart K-NN digraph

74AMI

11

Jun 23, 2026

WDBC K-NN digraph

70AMI

11

Jun 23, 2026

Glass K-NN digraph

28AMI

11

Jun 23, 2026

Wine K-NN digraph

86AMI

11

Jun 23, 2026

Iris K-NN digraph

0.77AMI

11

Jun 23, 2026

Human Liver cells

94.5Accuracy (ACC)

11

Jun 18, 2026

Page 22 of 67

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