Space-time Temperature Prediction on GHCN-D (test)
2.62RMSE (Average)Nonstationary, sparse GP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Nonstationary, sparse GP2024.11 | 2.62 | 2.02 | 3.74 | 1.5 | 1.09 | 2.15 | |
| Vecchia approximationmodel_id=M22024.11 | 2.79 | 2.25 | 3.8 | 1.53 | 1.22 | 2.05 | |
| Predictive processmodel_id=M32024.11 | 2.84 | 2.3 | 3.8 | 1.54 | 1.23 | 2.07 | |
| Inverse distance weighting2024.11 | 3 | 2.38 | 4.22 | — | — | — | |
| Covariance taperingmodel_id=M42024.11 | 3.04 | 2.33 | 4.2 | 1.65 | 1.27 | 2.22 |