Weather Forecasting on HadISD in-situ
1.6978Temperature (T2)AUR-MLP-4-0 ↑ 40NN | MLPLH-40-2 | MLP-8-2 ↑ 40NN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AUR-MLP-4-0 ↑ 40NN | MLPLH-40-2 | MLP-8-2 ↑ 40NNBackbone=AUR-MLP-4-0 ↑ 40NN, Decoder=MLPLH-40-2 | MLP-8-2 ↑ 40NN2026.07 | 1.6978 | 1.518 | 1.5723 | 4.367 | — | — | — | |
| WRF-ARW2026.07 | 1.8832 | 1.7663 | 1.8229 | 4.361 | — | — | — | |
| Aurora 0.25°Resolution=0.25°2026.07 | 2.0519 | 1.729 | 1.8169 | — | — | — | — | |
| StormCast 5-member EnsembleEnsemble size=5-member2026.07 | 2.4279 | 1.8346 | 1.8939 | — | — | — | — | |
| AUR-MLP-4-0 ↑ 40NN | MLP-40-2 | MLP-8-2 ↑ 40NNGrid=LCC (km), Lead time=+6h2026.07 | — | — | — | — | 1.718 | 1.53 | 1.606 | |
| AUR-MLP-4-0 ↑ 40NN | MLP-40-2 | MLP-8-2 ↑ 40NNGrid=Lat-lon (°), Lead time=+6h2026.07 | — | — | — | — | 1.708 | 1.54 | 1.615 | |
| StormCastGrid=LCC (km), Lead time=+6h2026.07 | — | — | — | — | 2.538 | 1.972 | 2.063 | |
| StormCastGrid=Lat-lon (°), Lead time=+6h2026.07 | — | — | — | — | 2.53 | 1.955 | 2.054 |