Tidal Current Speed Forecasting on ReDAPT 23m depth (test)
0.1244MAEWECN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WECNForecasting horizon=30-step2024.10 | 0.1244 | 0.0685 | 121.1 | |
| FEDformerForecasting horizon=30-step2024.10 | 0.1335 | 0.0701 | 143.4 | |
| FiLMForecasting horizon=30-step2024.10 | 0.1528 | 0.1109 | 147.7 | |
| DLinearForecasting horizon=30-step2024.10 | 0.1557 | 0.1063 | 132.49 | |
| ReformerForecasting horizon=30-step2024.10 | 0.1709 | 0.1095 | 147.18 | |
| LSTMForecasting horizon=30-step2024.10 | 0.2398 | 0.2147 | 979.39 | |
| XGBoostForecasting horizon=30-step2024.10 | 0.2562 | 0.1203 | 899.87 | |
| GRUForecasting horizon=30-step2024.10 | 0.2789 | 0.1283 | 1,330.46 | |
| AutoformerForecasting horizon=30-step2024.10 | 0.2896 | 0.3117 | 308.84 |