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Papers Benchmarks Datasets Tasks

Clustering research benchmarks – Page 31 · SOTA2 Research

Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.69AMI

9

Feb 26, 2026

1AMI

9

Feb 26, 2026

12.95ARI

9

Feb 26, 2026

0.659AMI

9

Apr 28, 2026

76.18AMI

9

Feb 26, 2026

79.79AMI

9

Feb 26, 2026

91.35AMI

9

Feb 26, 2026

BBC News Out-of-Sample

74.4Acc

9

Feb 26, 2026

BBC News In-Sample

77.9Accuracy

9

Feb 26, 2026

core50 Out-of-Sample

45.36ACC

9

Feb 26, 2026

core50 In-Sample

61.37Accuracy

9

Feb 26, 2026

Keck Out-of-Sample

47.64Accuracy

9

Feb 26, 2026

56.72ACC

9

Feb 26, 2026

Reuters Out-of-Sample

85.27Accuracy

9

Feb 26, 2026

Reuters In-Sample

89.4Accuracy

9

Feb 26, 2026

20News Out-of-Sample

79.16Accuracy

9

Feb 26, 2026

20News In-Sample

72.32Accuracy

9

Feb 26, 2026

WebKB4 Out-of-Sample

64.67Accuracy

9

Feb 26, 2026

WebKB4 In-Sample

78.11Accuracy

9

Feb 26, 2026

43.2Accuracy (ACC)

9

Feb 26, 2026

50.6ACC

9

Feb 26, 2026

0.905Accuracy

9

Feb 26, 2026

0.674Accuracy

9

Feb 26, 2026

78.4ACC

9

Feb 26, 2026

58.5Accuracy (ACC)

9

Feb 26, 2026

Page 31 of 67

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