Particle Sampling on DW-4
0.162Total Variation (TV)SGLD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SGLDGuidance type=Baselines2026.06 | 0.162 | 0.184 | 22.17 | |
| ETD-SR-EucGuidance type=Score-guided2026.06 | 0.173 | 0.256 | 21.9 | |
| ETD-UB-MahaGuidance type=Score-guided2026.06 | 0.181 | 0.361 | 21.97 | |
| ETD-UB-EucGuidance type=Score-guided2026.06 | 0.183 | 0.346 | 21.58 | |
| ETD-UB-EucGuidance type=Score-free2026.06 | 0.193 | 0.587 | 22.24 | |
| ETD-UB-MomGuidance type=Score-free2026.06 | 0.21 | 0.923 | 23 | |
| SVGDGuidance type=Baselines2026.06 | 0.216 | 0.233 | 22.29 | |
| ETD-BAL-MahaGuidance type=Score-free2026.06 | 0.218 | 1.34 | 22.64 | |
| AGF-SVGD*Guidance type=Baselines2026.06 | 0.531 | 0.616 | 2.97 |