Posterior Sampling on Potts 16x16 (q=3, beta=1.005)
78.5Sinkhorn DistanceTB + Buffer + MCMC
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TB + Buffer + MCMCTraining=off-policy, Objective=Trajectory Balance, Buffer=true, MCMC=true2026.02 | 78.5 | 530.65 | 531.31 | 0.03 | 0.01 | |
| TB + BufferTraining=off-policy, Objective=Trajectory Balance, Buffer=true2026.02 | 78.89 | 530.51 | 531.43 | 0.03 | 0.02 | |
| LV + BufferTraining=off-policy, Objective=Log-Variance, Buffer=true2026.02 | 83.32 | 529.26 | 532.2 | 0.04 | 0.08 | |
| LV + Buffer + MCMCTraining=off-policy, Objective=Log-Variance, Buffer=true, MCMC=true2026.02 | 84.58 | 528.84 | 532.45 | 0.04 | 0.09 | |
| MDNS (WDCE)Loss=WDCE2026.02 | 84.78 | 530.03 | 534.32 | 0.08 | 0.01 | |
| MH MCMCType=Sampling-only2026.02 | 90.36 | — | — | 0.03 | 0.18 | |
| LVTraining=on-policy, Objective=Log-Variance2026.02 | 136.86 | 529.29 | 556.12 | 0.81 | 0.07 | |
| TBTraining=on-policy, Objective=Trajectory Balance2026.02 | 143.51 | 529.06 | 573.71 | 0.81 | 0.07 |