2-meter Temperature (T2m) Forecasting on ERA5 5.625° resolution
0.87RMSEPINN-Cast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PINN-CastLead Time (hrs.)=62026.04 | 0.87 | 98 | |
| PINN-CastLead Time (hrs.)=122026.04 | 1.04 | 97 | |
| PINN-CastLead Time (hrs.)=182026.04 | 1.13 | 97 | |
| PINN-CastLead Time (hrs.)=242026.04 | 1.18 | 97 | |
| ClimODELead Time (hrs.)=62026.04 | 1.2 | 97 | |
| ClimODELead Time (hrs.)=242026.04 | 1.4 | 96 | |
| ClimODELead Time (hrs.)=182026.04 | 1.42 | 96 | |
| PINN-CastLead Time (hrs.)=362026.04 | 1.42 | 96 | |
| ClimODELead Time (hrs.)=122026.04 | 1.44 | 96 | |
| ClimODELead Time (hrs.)=362026.04 | 1.7 | 94 | |
| ClimaXLead Time (hrs.)=62026.04 | 2.02 | 92 | |
| ClimaXLead Time (hrs.)=122026.04 | 2.26 | 90 | |
| ClimaXLead Time (hrs.)=242026.04 | 2.37 | 89 | |
| ClimaXLead Time (hrs.)=182026.04 | 2.45 | 88 | |
| ClimaXLead Time (hrs.)=362026.04 | 2.85 | 84 |