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Bivariate Mutual Information Estimation on Synthetic copulas with analytic MI

0.011MAE (nats)VDC
-0.005160.103920.2130.32208Apr 22, 2026

Evaluation results

MethodLinks
VDCTime (s, mean±std)=0.36 ± 0.022026.040.0111
MINETime (s, mean±std)=2.82 ± 0.002026.040.0212
KSGTime (s, mean±std)=0.10 ± 0.002026.040.0233
InfoNCETime (s, mean±std)=4.50 ± 0.002026.040.0234
NWJTime (s, mean±std)=3.50 ± 0.002026.040.0245
GaussianTime (s, mean±std)=0.00 ± 0.002026.040.0616
MINDETime (s, mean±std)=5.08 ± 0.002026.040.4157