Nonlinear state estimation on 15-dimensional nonlinear problem 100 tasks (test)
0.0504Endpoint Distance (ED)annealed MCMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| annealed MCMCTime [s]=1.5995, Num. particles=1000, Temperature steps=10, NUTS iterations per step=2, NUTS step size=0.12026.02 | 0.0504 | 0.2642 | |
| PINPFTime [s]=0.0663, Num. particles=2000, Pseudo-time step=adaptive, ΔL = 0.52026.02 | 0.2313 | 0.3188 | |
| Mean Gaussian exact flowTime [s]=0.0963, Num. particles=2000, Pseudo-time step=adaptive, ΔL = 0.52026.02 | 0.3199 | 0.3814 | |
| Local Gaussian exact flowTime [s]=0.1272, Num. particles=2000, Pseudo-time step=adaptive, ΔL = 0.52026.02 | 0.3331 | 0.6597 | |
| SVGDTime [s]=0.0816, Num. particles=500, Iterations=50, Learning Rate=0.22026.02 | 0.3637 | 0.4182 | |
| Incompressible flowTime [s]=0.56132026.02 | 1.2942 | 0.7243 |