Target Density Sampling on ManyWell d = 40
28.4SDMultilevel
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MultilevelLevels (L)=52026.06 | 28.4 | 0.095 | 154.267 | 221.456 | 68.73 | |
| MultilevelLevels (L)=22026.06 | 36.33 | 0.108 | 143.5 | 254.9 | 74.173 | |
| PIS2026.06 | 38.74 | 0.258 | 200.9 | 278.9 | 75 | |
| DDS2026.06 | 38.81 | 0.259 | 201.1 | 331.1 | 75 | |
| ULA w/ clfq_F=fixed to ULA kernel2026.06 | 54.804 | 0.298 | 92.507 | 317.601 | 79.123 | |
| ULA w/ clf & corr2026.06 | 62.472 | 0.314 | 150.008 | 248.303 | 75.383 | |
| ULA w/ clf & corrq_F=learnable2026.06 | 62.472 | 0.314 | 150.008 | 248.303 | 75.383 | |
| ULA RG2026.06 | 70.614 | 0.328 | — | — | 2 | |
| ULA2026.06 | 71.508 | 0.332 | — | — | 1.5 | |
| ULA Geweke2026.06 | 73.531 | 0.338 | — | — | 1,468.161 |