Weather Forecasting on ERA5 1.5° (2020 test)
606.84Z500 RMSENEURALGCM ENS (50)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NEURALGCM ENS (50)Resolution (RES.)=1.4º, Forecast Step (STEP)=12H, Inference time per step (S/STEP)=7.422026.04 | 606.84 | 2.756 | 1,374.2 | 4.83 | 4.852 | — | |
| ARCHESWEATHERGEN (MEAN)Resolution (RES.)=1.5º, Forecast Step (STEP)=24H, Inference time per step (S/STEP)=0.992026.04 | 610.36 | 2.755 | 1,373.7 | 4.83 | 4.848 | 567.15 | |
| MOSAIC (MEAN)Resolution (RES.)=1.5º, Forecast Step (STEP)=24H, Inference time per step (S/STEP)=0.052026.04 | 624.08 | 2.778 | 1,358.1 | 4.88 | 4.897 | 576.44 | |
| STORMER ENS (MEAN)Resolution (RES.)=1.4º, Forecast Step (STEP)=24H, Inference time per step (S/STEP)=0.062026.04 | 665.88 | 3.001 | 1,445.4 | 5.198 | 5.137 | 619.89 | |
| ARCHESWEATHER-MX4Resolution (RES.)=1.5º, Forecast Step (STEP)=24H, Inference time per step (S/STEP)=0.062026.04 | 693.56 | 3.117 | 1,541.1 | 5.413 | 5.431 | 641.08 | |
| KEISLERResolution (RES.)=1º, Forecast Step (STEP)=6H2026.04 | 787.01 | 3.559 | 1,659.5 | 6.106 | 6.121 | — | |
| IFS HRESResolution (RES.)=0.1º, Forecast Step (STEP)=1H2026.04 | 802.75 | 3.654 | 1,848 | 6.46 | 6.53 | 748.68 |