Data Assimilation on ERA5 1.40625° resolution
0.0202MSEFourier Neural Processes
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Fourier Neural ProcessesResolution=1.40625°2024.06 | 0.0202 | 0.0664 | 26.91 | 0.66 | 0.7049 | 0.7558 | 0.7665 | 1.4263 | 1.445 | 6.4691 | |
| AdasResolution=1.40625°2024.06 | 0.0221 | 0.0705 | 22.93 | 0.6323 | 0.7198 | 0.8198 | 0.8369 | 1.4673 | 1.4489 | 6.4955 | |
| ConvCNPResolution=1.40625°2024.06 | 0.0252 | 0.0795 | 31.253 | 0.6831 | 0.7662 | 0.8334 | 0.8553 | 1.577 | 1.5876 | 6.5717 | |
| BackgroundResolution=1.40625°2024.06 | 0.0288 | 0.0861 | 45.455 | 0.72 | 0.779 | 0.9336 | 0.9645 | 1.7278 | 1.7535 | 6.722 |