Weather Forecasting on WeatherBench South Pacific 6h horizon (test)
21z150 RMSE (m/s^2)PredFormer
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PredFormerhorizon=6 h2026.06 | 21 | 11 | 21 | 20 | 20 | |
| PI-PredFormerhorizon=6 h2026.06 | 38 | 15 | 23 | 21 | 27 | |
| IAM4VPhorizon=6 h2026.06 | 42 | 5 | 3 | 0 | 7 | |
| PI-IAM4VPhorizon=6 h2026.06 | 97.17 | 0.66 | 1.8 | 3.79 | 0.15 | |
| SimVPhorizon=6 h2026.06 | 101 | 114 | 64 | 84 | 67 | |
| PredRNNhorizon=6 h2026.06 | 125 | 52 | 55 | 31 | 47 | |
| WeatherGFT Single Blockhorizon=6 h2026.06 | 135 | 41 | 47 | 26 | 40 | |
| WeatherGFThorizon=6 h2026.06 | 141 | 11 | 12 | 2 | 13 |