Tidal Current Speed Forecasting (10-step) on ReDAPT 22m BSL (test)
0.0254MAEWECN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WECNForecasting horizon=10-step2024.10 | 0.0254 | 0.0025 | 30.14 | |
| FiLMForecasting horizon=10-step2024.10 | 0.0257 | 0.0033 | 29.63 | |
| DLinearForecasting horizon=10-step2024.10 | 0.0347 | 0.0062 | 35.17 | |
| FEDformerForecasting horizon=10-step2024.10 | 0.0518 | 0.0052 | 50.68 | |
| ReformerForecasting horizon=10-step2024.10 | 0.0662 | 0.01 | 47.37 | |
| LSTMForecasting horizon=10-step2024.10 | 0.1014 | 0.021 | 335.15 | |
| AutoformerForecasting horizon=10-step2024.10 | 0.1601 | 0.0891 | 176.06 | |
| XGBoostForecasting horizon=10-step2024.10 | 0.2489 | 0.1137 | 485.51 | |
| GRUForecasting horizon=10-step2024.10 | 0.253 | 0.1001 | 1,242.34 |