Spatial Out-of-Distribution Forecasting on Weather-5K Spatial OOD 168h horizon
1.334TMP ErrorPIMSM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PIMSMdomain-specific adaptation=none2026.05 | 1.334 | 2.849 | 1.638 | 1.61 | 0.506 | 0.476 | |
| 1D-CNN2026.05 | 2.009 | 3.748 | 2.516 | 1.667 | 0.523 | 0.556 | |
| Transformer2026.05 | 2.159 | 4.724 | 2.294 | 1.747 | 0.537 | 0.58 | |
| Mamba22026.05 | 2.588 | 4.848 | 2.922 | 2.021 | 0.596 | 0.627 |