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Papers Benchmarks Datasets Tasks

Clustering research benchmarks – Page 45 · SOTA2 Research

Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

68Accuracy (ACC)

6

Mar 31, 2026

52Accuracy

6

Mar 19, 2026

89.4Accuracy (%)

6

Mar 19, 2026

90Accuracy

6

Mar 19, 2026

Synthetic Dataset stationary environment

0.998NMI

6

Feb 26, 2026

Synthetic dataset (non-stationary) Stream #6

99.9NMI

6

Feb 26, 2026

Synthetic dataset non-stationary Stream #5

0.999NMI

6

Feb 26, 2026

Synthetic dataset non-stationary Stream #4

0.998NMI

6

Feb 26, 2026

Synthetic dataset non-stationary Stream #3

0.998NMI

6

Feb 26, 2026

Synthetic dataset non-stationary Stream #2

99.7NMI

6

Feb 26, 2026

Synthetic dataset non-stationary Stream #1

100NMI

6

Feb 26, 2026

Neuropathology Tissue Dataset

76.68Global AMI

6

Feb 26, 2026

synthetic multimodal dataset

1ARI (AGENT0)

6

Feb 26, 2026

68.3NMI

6

Mar 17, 2026

75NMI

6

Mar 17, 2026

Neural Tangent Kernel Spectral Clustering

51.9NMI

6

Mar 17, 2026

31Purity

6

Feb 26, 2026

74Purity

6

Feb 26, 2026

0.35Purity

6

Feb 26, 2026

74Purity

6

Feb 26, 2026

28Purity

6

Feb 26, 2026

35Purity

6

Feb 26, 2026

0.59Purity

6

Feb 26, 2026

82Purity

6

Feb 26, 2026

63Purity

6

Feb 26, 2026

Page 45 of 67

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