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Papers Benchmarks Datasets Tasks

Cluster Validity Index Evaluation research benchmarks · SOTA2 Research

Cluster Validity Index Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

10 Synthetic Benchmark Datasets varying d from 10 to 500

Oracle (true k)

96.3Mean SCOPE

5

May 19, 2026

Synthetic dataset DA3 mixed clusters

5.558Tk Index

5

Mar 12, 2026

Synthetic dataset DA2 closer clusters but still distinct

3.357Tk

5

Mar 12, 2026

Synthetic dataset DA1 well-separated clusters

2.438Tk Index

5

Mar 12, 2026

Popular datasets

Synthetic dataset Synthetic Benchmark Synthetic dataset DA Synthetic dataset DA2

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