Posterior Sampling on Ising 16x16 (beta=1.2)
0.02Sinkhorn DistanceLV + Buffer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LV + BufferTraining=off-policy, Objective=Log-Variance, Buffer=true2026.02 | 0.02 | 615.07 | 615.12 | 0.01 | 0 | |
| TB + Buffer + MCMCTraining=off-policy, Objective=Trajectory Balance, Buffer=true, MCMC=true2026.02 | 0.02 | 615.03 | 615.14 | 0.03 | 0 | |
| LV + Buffer + MCMCTraining=off-policy, Objective=Log-Variance, Buffer=true, MCMC=true2026.02 | 0.04 | 614.82 | 615.16 | 0.05 | 0.01 | |
| MH MCMCType=Sampling-only2026.02 | 1.05 | — | — | 0.06 | 0.23 | |
| TB + BufferTraining=off-policy, Objective=Trajectory Balance, Buffer=true2026.02 | 50.94 | 614.75 | 922.79 | 0.42 | 0.4 | |
| MDNS (WDCE)Loss=WDCE2026.02 | 126.27 | 614.42 | 1,192.26 | 1 | 1 | |
| LVTraining=on-policy, Objective=Log-Variance2026.02 | 126.89 | 614.42 | 1,726.06 | 1 | 1 | |
| TBTraining=on-policy, Objective=Trajectory Balance2026.02 | 127.82 | 614.42 | 1,836.55 | 1 | 1 |