AUC Functional Estimation on Pharmacokinetics
1.43RMSE (rho=0)DOPE: structured wg
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DOPE: structured wgBackbone=Fourier neural operator, Method Variant=DOPE, Parameterization Strategy=Structured wg, Average Runs=502026.04 | 1.43 | 1.31 | 1.13 | 1.5 | 1.41 | 1.28 | 1.48 | 1.24 | 1.32 | |
| DOPE: oracle beta0Backbone=Fourier neural operator, Method Variant=DOPE, Parameterization Strategy=Oracle beta0, Average Runs=502026.04 | 1.43 | 1.31 | 1.12 | 1.48 | 1.4 | 1.24 | 1.52 | 1.24 | 1.36 | |
| DOPEBackbone=Fourier neural operator, Method Variant=Standard, Average Runs=502026.04 | 1.44 | 1.31 | 1.12 | 1.5 | 1.41 | 1.29 | 1.48 | 1.25 | 1.31 | |
| Plug-inBackbone=Fourier neural operator, Average Runs=502026.04 | 1.73 | 1.86 | 1.96 | 2.33 | 2.01 | 1.82 | 2 | 1.77 | 2.05 |