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Papers Benchmarks Datasets Tasks

Clustering research benchmarks – Page 47 · SOTA2 Research

Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.897ARI

5

Jun 25, 2026

Blood Transfusion

0.065ARI

5

Jun 25, 2026

Synthetic data (no noise, 5000x50-50k)

96.9ARI

5

Jun 25, 2026

Synthetic data (no noise, 5000x50-20k)

100ARI

5

Jun 25, 2026

Synthetic data no noise 5000x50-10k

100ARI

5

Jun 25, 2026

Synthetic data no noise, 2000x30-20k

98.3ARI

5

Jun 25, 2026

Synthetic data no noise, 2000x30-10k

99.5ARI

5

Jun 25, 2026

Synthetic data (no noise, 2000x30-5k)

0.998ARI

5

Jun 25, 2026

Synthetic data no noise, 2000x20-20k

91.4ARI

5

Jun 25, 2026

Synthetic data no noise 2000x20-10k

0.958ARI

5

Jun 25, 2026

Synthetic data no noise 2000x20-5k

97.6ARI

5

Jun 25, 2026

Synthetic data no noise, 1000x10-10k

68.7ARI

5

Jun 25, 2026

Synthetic data no noise, 1000x10-5k

0.802ARI

5

Jun 25, 2026

Synthetic data no noise, 1000x10-3k

88ARI

5

Jun 25, 2026

Synthetic Data 5000x50-50k+25NF

0.969ARI

5

Jun 25, 2026

Synthetic Data 5000x50-20k+25NF

0.989ARI

5

Jun 25, 2026

Synthetic Data 5000x50-10k+25NF

1ARI

5

Jun 25, 2026

Synthetic Data 2000x30-20k+15NF

98.6ARI

5

Jun 25, 2026

Synthetic Data 2000x30-10k+15NF

99.5ARI

5

Jun 25, 2026

Synthetic Data 2000x30-5k+15NF

99.8ARI

5

Jun 25, 2026

Synthetic Data 2000x20-20k+10NF

91.7ARI

5

Jun 25, 2026

Synthetic Data 2000x20-10k+10NF

0.958ARI

5

Jun 25, 2026

Synthetic Data 2000x20-5k+10NF

97.6ARI

5

Jun 25, 2026

Synthetic Data (1000x10-10k+5NF)

0.68ARI

5

Jun 25, 2026

Synthetic Data 1000x10-5k+5NF

0.8ARI

5

Jun 25, 2026

Page 47 of 67

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