Posterior Inference on Out-of-distribution GMM prior (test)
0.1427Expected Distance (ED)annealed MCMC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| annealed MCMCzero-shot generalization=true2026.02 | 0.1427 | 0.4142 | 4.3955 | |
| PINPFzero-shot generalization=true, retrained=false, step size (Delta L)=0.1, number of particles (N)=30002026.02 | 0.4352 | 0.7045 | 0.2243 | |
| SVGDzero-shot generalization=true2026.02 | 0.4521 | 0.7701 | 2.211 | |
| Incompressible flowzero-shot generalization=true, step size (Delta L)=0.1, number of particles (N)=30002026.02 | 0.4819 | 0.7329 | 0.3003 |