Spatial Out-of-Distribution Forecasting on Weather-5K Spatial OOD 72h horizon
1.167TMP ErrorPIMSM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PIMSMdomain-specific adaptation=none2026.05 | 1.167 | 2.214 | 1.411 | 1.512 | 0.475 | 0.439 | |
| 1D-CNN2026.05 | 1.541 | 2.931 | 1.855 | 1.569 | 0.479 | 0.482 | |
| Mamba22026.05 | 1.827 | 3.984 | 2.513 | 1.949 | 0.587 | 0.591 | |
| Transformer2026.05 | 2.266 | 3.911 | 2.017 | 1.732 | 0.533 | 0.513 |