Variance Recovery on Variance Collapse diagnostic (d=20) synthetic (test)
0.268DAMVSVGD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SVGDScore Guidance Type=Baseline2026.06 | 0.268 | 0.732 | |
| ETD-SR-Maha (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.06 | 0.957 | 0.043 | |
| SGLDScore Guidance Type=Baseline2026.06 | 0.988 | 0.012 | |
| ETD-BAL-Euc (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.06 | 1.001 | 0.001 | |
| ETD-UB-MahaScore Guidance Type=Score-free2026.06 | 1.007 | 0.007 | |
| ETD-UB-MahaScore Guidance Type=Score-guided2026.06 | 1.007 | 0.007 | |
| ETD-BAL-MahaScore Guidance Type=Score-free2026.06 | 1.011 | 0.011 | |
| ETD-BAL-MomScore Guidance Type=Score-free2026.06 | 1.034 | 0.034 | |
| AGF-SVGDScore Guidance Type=Baseline2026.06 | 4.048 | 3.048 |