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Papers Benchmarks Datasets Tasks

Estimating number of clusters research benchmarks · SOTA2 Research

Estimating number of clusters

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Unstructured Gaussian data D=20

100Success Rate (k=1)

9

Mar 4, 2026

Unstructured Gaussian data D=2

100Accuracy (k=1)

9

Mar 4, 2026

Unstructured Uniform data D=20

100Accuracy (True k=1)

5

Mar 4, 2026

Unstructured Uniform data (D=2)

99Count k=1

5

Mar 4, 2026

Popular datasets

Unstructured Uniform data Unstructured Gaussian data

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