Flood Prediction on SFWMD DB-Hydro S1 station (test)
37Count of Over-Predictions (Timesteps)RCNN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RCNNMeasurement Station=S1, Time Horizon=t+12026.05 | 37 | 0.092 | 0.11 | 4.61 | 1,829 | 553.2 | |
| TCNMeasurement Station=S1, Time Horizon=t+12026.05 | 47 | 0.05 | 0.065 | 5.14 | 1,607 | 453.63 | |
| CNNMeasurement Station=S1, Time Horizon=t+12026.05 | 58 | 0.079 | 0.104 | 5.91 | 1,491 | 413.22 | |
| HEC-RASType=Physics-based evaluator, Measurement Station=S1, Time Horizon=t+12026.05 | 68 | 0.174 | 0.222 | 10.07 | 1,133 | 325.33 | |
| Ground-truthMeasurement Station=S1, Time Horizon=t+12026.05 | 96 | — | — | 14.82 | 1,346 | 385.8 | |
| GTNMeasurement Station=S1, Time Horizon=t+12026.05 | 100 | 0.04 | 0.056 | 15.64 | 1,390 | 398.84 | |
| GNNMeasurement Station=S1, Time Horizon=t+12026.05 | 102 | 0.054 | 0.07 | 15.9 | 1,569 | 462.63 | |
| RNNMeasurement Station=S1, Time Horizon=t+12026.05 | 110 | 0.054 | 0.072 | 17.12 | 1,527 | 441.41 | |
| MLPMeasurement Station=S1, Time Horizon=t+12026.05 | 147 | 0.065 | 0.086 | 27.96 | 1,677 | 500.41 | |
| TransformerMeasurement Station=S1, Time Horizon=t+12026.05 | 151 | 0.05 | 0.066 | 25.95 | 1,513 | 434.13 |