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Papers Benchmarks Datasets Tasks

Clustering research benchmarks – Page 46 · SOTA2 Research

Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

54Purity

6

Feb 26, 2026

98Purity

6

Feb 26, 2026

Banking77 ClusteringS2S

0.3Accuracy

6

Feb 26, 2026

ArxivClustering S2S

43Accuracy

6

Feb 26, 2026

Intent Semantic Toolkit (test)

65.9KM Score

6

Feb 26, 2026

Original (test)

84.6KM

6

Feb 26, 2026

98.81Accuracy

6

Feb 26, 2026

75.3Accuracy

6

Feb 26, 2026

0.572Accuracy

6

Feb 26, 2026

59.8Accuracy

6

Feb 26, 2026

56.3Accuracy

6

Feb 26, 2026

0.898Accuracy

6

Feb 26, 2026

71.2Accuracy

6

Feb 26, 2026

95.6Accuracy

6

Feb 26, 2026

99.96ACC

6

Feb 26, 2026

81ACC

6

Feb 26, 2026

Covertype (test)

24.71Accuracy

6

Feb 26, 2026

0.62NMI (Category)

6

Feb 26, 2026

DeepFashion In-Shop

59Category NMI

6

Feb 26, 2026

45F1 Score

6

Feb 26, 2026

95F1 Score

6

Feb 26, 2026

0.78F1 Score

6

Feb 26, 2026

HAR original (train+test)

80.1ACC

6

Feb 26, 2026

STL10 (train+test)

44.6NMI

6

Feb 26, 2026

CIFAR100 (train+test)

36.2NMI

6

Feb 26, 2026

Page 46 of 67

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