Spatial Out-of-Distribution Forecasting on Weather-5K 24h horizon
0.921Temperature Error (TMP)PIMSM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PIMSMdomain-specific adaptation=none2026.05 | 0.921 | 1.19 | 1.066 | 1.301 | 0.41 | 0.37 | |
| 1D-CNN2026.05 | 1.15 | 1.505 | 1.316 | 1.33 | 0.416 | 0.389 | |
| Transformer2026.05 | 1.351 | 2.066 | 1.417 | 1.537 | 0.462 | 0.45 | |
| Mamba22026.05 | 1.823 | 2.486 | 1.951 | 1.903 | 0.561 | 0.53 |