Weather Forecasting on WeatherBench South Pacific 12h horizon (test)
3RMSE (z=150, m/s^2)PI-IAM4VP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PI-IAM4VPhorizon=12 h2026.06 | 3 | 0.86 | 2.41 | 4.69 | 0.2 | |
| PI-PredFormerhorizon=12 h2026.06 | 11 | 2 | 8 | 4 | 10 | |
| IAM4VPhorizon=12 h2026.06 | 23 | 2 | 3 | 4.69 | 5 | |
| SimVPhorizon=12 h2026.06 | 40 | 66 | 30 | 49 | 30 | |
| PredRNNhorizon=12 h2026.06 | 67 | 33 | 35 | 18 | 25 | |
| WeatherGFT Single Blockhorizon=12 h2026.06 | 79 | 26 | 29 | 14 | 20 | |
| WeatherGFThorizon=12 h2026.06 | 97 | 7 | 8 | 4.69 | 10 | |
| PredFormerhorizon=12 h2026.06 | 142.51 | 0.86 | 5 | 3 | 5 |