Wind Super-resolution on NEWA ERA5 United Kingdom domain (test)
0.437Mean Map RMSEWindDM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| WindDMVariable setup=all2025.12 | 0.437 | 0.422 | 2.348 | 1.486 | |
| UNet2025.12 | 0.452 | 0.347 | 2.257 | 1.75 | |
| WindDMVariable setup=basic2025.12 | 0.534 | 0.415 | 2.142 | 1.291 | |
| Random Forest2025.12 | 0.592 | 0.473 | 2.749 | 2.133 | |
| Sup3r2025.12 | 0.707 | 0.522 | 2.569 | 1.965 | |
| Interpolation2025.12 | 1.082 | 0.785 | 2.246 | 1.686 | |
| CorrDiffVariable setup=all2025.12 | 1.135 | 0.945 | 3.942 | 3.021 | |
| CorrDiffVariable setup=basic2025.12 | 1.215 | 1.054 | 3.78 | 2.855 |