Variance Recovery on Variance Collapse diagnostic d=200 synthetic (test)
0.11DAMVSVGD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SVGDScore Guidance Type=Baseline2026.06 | 0.11 | 0.89 | |
| ETD-UB-Maha (IS)Score Guidance Type=Score-free, Sampling Variant=Importance Sampling (IS)2026.06 | 0.542 | 0.458 | |
| ETD-SR-MahaScore Guidance Type=Score-free2026.06 | 0.67 | 0.33 | |
| ETD-SR-MomScore Guidance Type=Score-free2026.06 | 0.713 | 0.287 | |
| ETD-SR-Euc (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.06 | 0.971 | 0.029 | |
| SGLDScore Guidance Type=Baseline2026.06 | 0.974 | 0.026 | |
| ETD-BAL-Mom (IS)Score Guidance Type=Score-guided, Sampling Variant=Importance Sampling (IS)2026.06 | 1.003 | 0.003 | |
| ETD-SR-MomScore Guidance Type=Score-guided2026.06 | 1.034 | 0.034 | |
| AGF-SVGDScore Guidance Type=Baseline2026.06 | 3.971 | 2.971 |