Storm surge emulation on NCEP Reanalysis (Lewes station)
0.0276RMSEPACT + Peak Aware Loss
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PACT + Peak Aware LossLoss Function=Peak Aware Loss, Historical forcing input=12 hours2026.05 | 0.0276 | 0.0208 | |
| PACTLoss Function=Mean Squared Error, Historical forcing input=12 hours2026.05 | 0.0279 | 0.021 | |
| ST-GNN BaselineLoss Function=Mean Squared Error, Historical forcing input=12 hours2026.05 | 0.0447 | 0.0341 | |
| Simple GNN BaselineLoss Function=Mean Squared Error, Historical forcing input=None2026.05 | 0.0655 | 0.0511 |