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ResearchFormerly WizWand

Variance Recovery on Variance Collapse diagnostic d=200 synthetic (test)

0.11DAMVSVGD
-0.044440.998032.04053.08297Jun 24, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SVGDScore Guidance Type=Baseline2026.060.110.89
ETD-UB-Maha (IS)Score Guidance Type=Score-free, Sampling Variant=Importance Sampling (IS)2026.060.5420.458
ETD-SR-MahaScore Guidance Type=Score-free2026.060.670.33
ETD-SR-MomScore Guidance Type=Score-free2026.060.7130.287
ETD-SR-Euc (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.060.9710.029
SGLDScore Guidance Type=Baseline2026.060.9740.026
ETD-BAL-Mom (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.061.0030.003
ETD-SR-MomScore Guidance Type=Score-guided2026.061.0340.034
AGF-SVGDScore Guidance Type=Baseline2026.063.9712.971