Tidal Current Speed Forecasting on ReDAPT 24m depth (test)
0.1174MAEWECN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WECNForecasting horizon=30-step2024.10 | 0.1174 | 0.0679 | 125.66 | |
| FEDformerForecasting horizon=30-step2024.10 | 0.1341 | 0.07 | 194.76 | |
| FiLMForecasting horizon=30-step2024.10 | 0.1512 | 0.1096 | 211.73 | |
| DLinearForecasting horizon=30-step2024.10 | 0.1538 | 0.105 | 185.7 | |
| ReformerForecasting horizon=30-step2024.10 | 0.171 | 0.1077 | 182.59 | |
| LSTMForecasting horizon=30-step2024.10 | 0.214 | 0.2987 | 1,009.88 | |
| AutoformerForecasting horizon=30-step2024.10 | 0.2235 | 0.1891 | 264.44 | |
| XGBoostForecasting horizon=30-step2024.10 | 0.2573 | 0.1212 | 922.76 | |
| GRUForecasting horizon=30-step2024.10 | 0.282 | 0.1327 | 1,349.83 |