Posterior Sampling on Ising beta=0.4407 16x16
68.79Sink MetricTB
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TBTraining=on-policy, Objective=Trajectory Balance2026.02 | 68.79 | 237.64 | 249.26 | 0.78 | 0.55 | |
| MDNS (WDCE)Loss=WDCE2026.02 | 61.6 | 237.99 | 245.66 | 0.32 | 0.23 | |
| LVTraining=on-policy, Objective=Log-Variance2026.02 | 53.3 | 237.89 | 242.32 | 0.67 | 0.43 | |
| MH MCMCType=Sampling-only2026.02 | 48.47 | — | — | 0.04 | 0.14 | |
| LV + BufferTraining=off-policy, Objective=Log-Variance, Buffer=true2026.02 | 47.8 | 238.21 | 239 | 0.03 | 0.07 | |
| LV + Buffer + MCMCTraining=off-policy, Objective=Log-Variance, Buffer=true, MCMC=true2026.02 | 47.34 | 238.28 | 238.97 | 0.12 | 0.06 | |
| TB + BufferTraining=off-policy, Objective=Trajectory Balance, Buffer=true2026.02 | 46.44 | 238.43 | 238.85 | 0.08 | 0.03 | |
| TB + Buffer + MCMCTraining=off-policy, Objective=Trajectory Balance, Buffer=true, MCMC=true2026.02 | 46.22 | 238.48 | 238.8 | 0.04 | 0.02 |