10-meter U-component of Wind (u10) Forecasting on ERA5 5.625° resolution
0.92RMSEPINN-Cast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PINN-CastLead Time (hrs.)=62026.04 | 0.92 | 97 | |
| PINN-CastLead Time (hrs.)=122026.04 | 1.11 | 96 | |
| PINN-CastLead Time (hrs.)=182026.04 | 1.28 | 95 | |
| ClimODELead Time (hrs.)=62026.04 | 1.44 | 91 | |
| PINN-CastLead Time (hrs.)=242026.04 | 1.46 | 93 | |
| ClimaXLead Time (hrs.)=62026.04 | 1.58 | 92 | |
| ClimODELead Time (hrs.)=122026.04 | 1.8 | 89 | |
| PINN-CastLead Time (hrs.)=362026.04 | 1.89 | 89 | |
| ClimaXLead Time (hrs.)=122026.04 | 1.96 | 88 | |
| ClimODELead Time (hrs.)=182026.04 | 1.97 | 88 | |
| ClimODELead Time (hrs.)=242026.04 | 2 | 87 | |
| ClimaXLead Time (hrs.)=182026.04 | 2.24 | 84 | |
| ClimODELead Time (hrs.)=362026.04 | 2.25 | 83 | |
| ClimaXLead Time (hrs.)=242026.04 | 2.49 | 80 | |
| ClimaXLead Time (hrs.)=362026.04 | 2.95 | 70 |