Bayesian dynamic structure learning on Synthetic Linear System d=20 (test)
5.5Bayes-SHDDynBCD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DynBCDsolver_type=HyperNetwork solver2023.02 | 5.5 | 0.89 | 701.19 | 0.0001 | |
| DynGFNsolver_type=HyperNetwork solver2023.02 | 6.7 | 0.94 | 350.92 | 0.0084 | |
| DynGFNsolver_type=analytic linear solver2023.02 | 22.8 | 0.75 | 1,091.6 | — | |
| DynDiBSsolver_type=HyperNetwork solver2023.02 | 28.5 | 0.51 | 7,934.9 | 0 | |
| DynDiBSsolver_type=analytic linear solver2023.02 | 29.2 | 0.71 | 6,622.43 | — | |
| DynBCDsolver_type=analytic linear solver2023.02 | 32 | 0.71 | 1,707.45 | — |