Information Reconstruction on ERA5
0.0291MSEFNP
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| FNPobservation ratio=10%, fine-tuning=true2024.06 | 0.0291 | 0.0876 | 35.491 | 0.7298 | 0.8027 | 0.9411 | 0.9716 | 1.7464 | 1.7564 | 6.7258 | |
| ConvCNPobservation ratio=10%, fine-tuning=true2024.06 | 0.035 | 0.0933 | 59.864 | 0.8789 | 0.8219 | 1.2165 | 1.2145 | 1.9715 | 2.0069 | 6.8643 | |
| FNPobservation ratio=10%, fine-tuning=false2024.06 | 0.0355 | 0.1014 | 45.835 | 1.0378 | 1.3382 | 1.1723 | 1.2024 | 1.9559 | 1.9075 | 9.1517 | |
| Adasobservation ratio=10%2024.06 | 0.037 | 0.1006 | 46.592 | 1.0482 | 1.3715 | 1.1539 | 1.1711 | 2.0015 | 1.9932 | 9.5399 | |
| ConvCNPobservation ratio=10%, fine-tuning=false2024.06 | 0.0376 | 0.1042 | 67.098 | 1.063 | 1.4864 | 1.2482 | 1.2756 | 1.9896 | 2.0312 | 9.3894 |