Continuous Sequence Prediction on COVID-19 SIR Dynamics in Japan (standard)
1.086MSELatent SDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Latent SDE2025.04 | 1.086 | 2.324 | |
| PDE MFG2025.04 | 1.979 | 2.439 | |
| Neural MFGauxiliary_observations=true2025.04 | 2.407 | 3.138 | |
| Neural MFGauxiliary_observations=false2025.04 | 2.677 | 3.304 | |
| D-AFP2025.04 | 5.812 | 6.219 | |
| ContiFormer2025.04 | 6.195 | 8.393 | |
| D-MOMD2025.04 | 8.698 | 2.005 | |
| Neural Laplace2025.04 | 8.85 | 1.994 |