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ResearchFormerly WizWand

Variance Recovery on Variance Collapse diagnostic (d=20) synthetic (test)

0.268DAMVSVGD
0.11681.13742.1583.1786Jun 24, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SVGDScore Guidance Type=Baseline2026.060.2680.732
ETD-SR-Maha (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.060.9570.043
SGLDScore Guidance Type=Baseline2026.060.9880.012
ETD-BAL-Euc (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.061.0010.001
ETD-UB-MahaScore Guidance Type=Score-free2026.061.0070.007
ETD-UB-MahaScore Guidance Type=Score-guided2026.061.0070.007
ETD-BAL-MahaScore Guidance Type=Score-free2026.061.0110.011
ETD-BAL-MomScore Guidance Type=Score-free2026.061.0340.034
AGF-SVGDScore Guidance Type=Baseline2026.064.0483.048