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Papers Benchmarks Datasets Tasks

Distance-level row-wise correlation research benchmarks · SOTA2 Research

Distance-level row-wise correlation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Swiss roll Non-uniform sampling (Beta(1, 4)) analytic geodesic ground truth

Isomap / Shortest Path

1Spearman Correlation

21

Jul 8, 2026

Swiss roll Uniform sampling analytic geodesic ground truth

Isomap / Shortest Path

0.993Spearman Correlation

21

Jul 8, 2026

0.934Spearman Correlation (row)

14

Jul 8, 2026

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Swiss roll Sparse tree

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