2m Temperature (t2m) Rollout Forecasting on ERA5 2019 (1d-10d Lead Times)
0.95T2m Error (1d)Finetune [2013–15]
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Finetune [2013–15]training_protocol=Finetune, data_split=2013-20152026.05 | 0.95 | 1.18 | 1.43 | 1.71 | 2.01 | 2.28 | 2.61 | 3.73 | 6.96 | 14.43 | |
| Frozentraining_state=Frozen2026.05 | 0.97 | 1.18 | 1.42 | 1.69 | 1.99 | 2.28 | 2.55 | 2.81 | 3.58 | 5.54 | |
| FCN+CR [2013–15]training_protocol=Finetune, regularization=commutativity regularization, data_split=2013-20152026.05 | 0.97 | 1.2 | 1.47 | 1.75 | 2.06 | 2.34 | 2.63 | 2.87 | 3.33 | 3.99 |