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Intrinsic Dimensionality Estimation research benchmarks · SOTA2 Research

Intrinsic Dimensionality Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Benchmark Manifolds

5.52MPE

76

Mar 12, 2026

6D sphere (S6) embedded in R11 with Gaussian noise synthetic (test)

5.63Average Estimated Dimension

42

Mar 12, 2026

Popular datasets

6D sphere (S6)Benchmark Manifolds

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