Spatial Out-of-Distribution Forecasting on Weather-5K Spatial OOD 120h horizon
1.263Temperature Error (TMP)PIMSM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PIMSMdomain-specific adaptation=none2026.05 | 1.263 | 2.585 | 1.546 | 1.565 | 0.494 | 0.457 | |
| 1D-CNN2026.05 | 1.79 | 3.39 | 2.222 | 1.633 | 0.508 | 0.527 | |
| Transformer2026.05 | 2.108 | 4.629 | 2.312 | 1.818 | 0.551 | 0.58 | |
| Mamba22026.05 | 2.469 | 4.522 | 2.797 | 2.01 | 0.594 | 0.624 |