Posterior Estimation on 2+2D synthetic problem Unimodal posterior
0.53DKL(pT || p*)VBMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VBMCIterations (T)=50, Batch size (B)=4, MCMC samples=4000, Independent runs=102024.05 | 0.53 | — | |
| BACONIterations (T)=50, Batch size (B)=4, MCMC samples=4000, Independent runs=102024.05 | 0.76 | 1 | |
| IMSPEIterations (T)=50, Batch size (B)=4, MCMC samples=4000, Independent runs=102024.05 | 1.05 | 0.89 | |
| D-optim.Iterations (T)=50, Batch size (B)=4, MCMC samples=4000, Independent runs=102024.05 | 1.09 | 0.42 | |
| RandomIterations (T)=50, Batch size (B)=4, MCMC samples=4000, Independent runs=102024.05 | 1.18 | 0.62 |