TAT Functional Estimation on Pharmacokinetics
1.22RMSE (rho=0)DOPE: oracle beta0
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DOPE: oracle beta0Backbone=Fourier neural operator, Method Variant=DOPE, Parameterization Strategy=Oracle beta0, Average Runs=502026.04 | 1.22 | 1.24 | 1.09 | 1.31 | 1.15 | 1.17 | 1.35 | 1.18 | 1.18 | |
| DOPE: structured wgBackbone=Fourier neural operator, Method Variant=DOPE, Parameterization Strategy=Structured wg, Average Runs=502026.04 | 1.36 | 1.3 | 1.38 | 1.35 | 1.44 | 1.15 | 1.52 | 1.15 | 1.31 | |
| DOPEBackbone=Fourier neural operator, Method Variant=Standard, Average Runs=502026.04 | 1.67 | 1.78 | 1.78 | 1.74 | 1.95 | 1.62 | 1.97 | 1.64 | 1.91 | |
| Plug-inBackbone=Fourier neural operator, Average Runs=502026.04 | 1.89 | 2.1 | 2.14 | 2.3 | 2.25 | 1.92 | 2.2 | 1.9 | 2.32 |