Variance Recovery on Variance Collapse diagnostic d=50 synthetic (test)
0.159DAMVSVGD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SVGDScore Guidance Type=Baseline2026.06 | 0.159 | 0.841 | |
| ETD-UB-Maha (IS)Score Guidance Type=Score-free, Sampling Variant=Importance Sampling (IS)2026.06 | 0.963 | 0.037 | |
| ETD-UB-MahaScore Guidance Type=Score-free2026.06 | 0.964 | 0.036 | |
| SGLDScore Guidance Type=Baseline2026.06 | 0.98 | 0.02 | |
| ETD-BAL-EucScore Guidance Type=Score-guided2026.06 | 0.998 | 0.002 | |
| ETD-BAL-Euc (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.06 | 1.002 | 0.002 | |
| ETD-SR-EucScore Guidance Type=Score-guided2026.06 | 1.004 | 0.004 | |
| ETD-BAL-MomScore Guidance Type=Score-free2026.06 | 1.036 | 0.036 | |
| AGF-SVGDScore Guidance Type=Baseline2026.06 | 3.919 | 2.919 |