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Sliced Wasserstein Distance Estimation on Gaussian toy samples d=30

0.0638Averaged SW1i.i.d.
-0.1224081.1344962.39143.648304Sep 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
i.i.d.T=10000, MCMC Algorithm=regular NUTS, d=302025.090.06387
RepelledT=10000, MCMC Algorithm=regular NUTS, d=302025.090.06388
UnifOrthoT=10000, MCMC Algorithm=regular NUTS, d=302025.090.06383
i.i.d.T=10000, MCMC Algorithm=broken NUTS, d=302025.090.06458
RepelledT=10000, MCMC Algorithm=broken NUTS, d=302025.090.06458
UnifOrthoT=10000, MCMC Algorithm=broken NUTS, d=302025.090.06463
i.i.d.T=10000, MCMC Algorithm=regular HMC, d=302025.090.1340.002
RepelledT=10000, MCMC Algorithm=regular HMC, d=302025.090.1340.002
UnifOrthoT=10000, MCMC Algorithm=regular HMC, d=302025.090.13416
i.i.d.T=10000, MCMC Algorithm=broken HMC, d=302025.090.1690.002
RepelledT=10000, MCMC Algorithm=broken HMC, d=302025.090.1690.002
UnifOrthoT=10000, MCMC Algorithm=broken HMC, d=302025.090.16936
i.i.d.T=1000, MCMC Algorithm=regular NUTS, d=302025.090.2150.003
RepelledT=1000, MCMC Algorithm=regular NUTS, d=302025.090.2150.003
UnifOrthoT=1000, MCMC Algorithm=regular NUTS, d=302025.090.2150.001
i.i.d.T=1000, MCMC Algorithm=broken NUTS, d=302025.090.2360.003
RepelledT=1000, MCMC Algorithm=broken NUTS, d=302025.090.2360.003
UnifOrthoT=1000, MCMC Algorithm=broken NUTS, d=302025.090.2360.001
i.i.d.T=1000, MCMC Algorithm=regular HMC, d=302025.090.2880.003
RepelledT=1000, MCMC Algorithm=regular HMC, d=302025.090.2880.004
UnifOrthoT=1000, MCMC Algorithm=regular HMC, d=302025.090.2880.001
i.i.d.T=1000, MCMC Algorithm=broken HMC, d=302025.090.3630.005
RepelledT=1000, MCMC Algorithm=broken HMC, d=302025.090.3630.004
UnifOrthoT=1000, MCMC Algorithm=broken HMC, d=302025.090.3630.001
i.i.d.T=100, MCMC Algorithm=regular NUTS, d=302025.090.5290.007
RepelledT=100, MCMC Algorithm=regular NUTS, d=302025.090.5290.008
UnifOrthoT=100, MCMC Algorithm=regular NUTS, d=302025.090.5290.003
RepelledT=100, MCMC Algorithm=broken HMC, d=302025.090.7250.009
UnifOrthoT=100, MCMC Algorithm=broken HMC, d=302025.090.7250.004
i.i.d.T=100, MCMC Algorithm=broken HMC, d=302025.090.7260.009
RepelledT=100, MCMC Algorithm=regular HMC, d=302025.090.8480.011
UnifOrthoT=100, MCMC Algorithm=regular HMC, d=302025.090.8480.004
i.i.d.T=100, MCMC Algorithm=regular HMC, d=302025.090.8490.013
RepelledT=10, MCMC Algorithm=regular HMC, d=302025.091.9180.01
UnifOrthoT=10, MCMC Algorithm=regular HMC, d=302025.091.9180.001
i.i.d.T=10, MCMC Algorithm=regular HMC, d=302025.091.9190.01
i.i.d.T=10, MCMC Algorithm=broken HMC, d=302025.092.1350.017
RepelledT=10, MCMC Algorithm=broken HMC, d=302025.092.1350.017
UnifOrthoT=10, MCMC Algorithm=broken HMC, d=302025.092.1350.002
i.i.d.T=10, MCMC Algorithm=broken NUTS, d=302025.094.0570.067
RepelledT=10, MCMC Algorithm=broken NUTS, d=302025.094.0630.078
UnifOrthoT=10, MCMC Algorithm=broken NUTS, d=302025.094.0630.018
i.i.d.T=100, MCMC Algorithm=broken NUTS, d=302025.094.2420.077
UnifOrthoT=100, MCMC Algorithm=broken NUTS, d=302025.094.2470.02
RepelledT=100, MCMC Algorithm=broken NUTS, d=302025.094.2510.079
i.i.d.T=10, MCMC Algorithm=regular NUTS, d=302025.094.7170.089
RepelledT=10, MCMC Algorithm=regular NUTS, d=302025.094.7180.086
UnifOrthoT=10, MCMC Algorithm=regular NUTS, d=302025.094.7190.022