Daily PM2.5 Forecasting on D3 Measured locations
0.48RMSENLBST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NLBSTspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.48 | 0.28 | |
| GraFITispatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.5 | 0.34 | |
| Linear-DSTMspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.52 | 0.29 | |
| APNspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 0.63 | 0.44 | |
| GRU-Dspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 1.12 | 0.72 | |
| FNOspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 1.12 | 0.73 | |
| Latent ODEspatial holdout=20%, rho_m (missingness rate)=10%, number of seeds=102026.06 | 1.2 | 0.72 |