Daily PM2.5 Forecasting on D3 (Unmeasured locations)
0.49RMSENLBST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NLBSTspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.49 | 0.29 | |
| Linear-DSTMspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.53 | 0.3 | |
| GraFITispatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.58 | 0.39 | |
| APNspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.7 | 0.5 | |
| FNOspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.9 | 0.65 | |
| GRU-Dspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 1.03 | 0.78 | |
| Latent ODEspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 1.09 | 0.78 |