Tidal Current Speed Forecasting (10-step) on ReDAPT 23m BSL (test)
0.0245MAEWECN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WECNForecasting horizon=10-step2024.10 | 0.0245 | 0.0029 | 24.74 | |
| FiLMForecasting horizon=10-step2024.10 | 0.0255 | 0.0033 | 29.15 | |
| DLinearForecasting horizon=10-step2024.10 | 0.0344 | 0.0062 | 41.87 | |
| FEDformerForecasting horizon=10-step2024.10 | 0.0429 | 0.0037 | 40.91 | |
| ReformerForecasting horizon=10-step2024.10 | 0.0646 | 0.0103 | 62 | |
| LSTMForecasting horizon=10-step2024.10 | 0.0926 | 0.0187 | 259.02 | |
| AutoformerForecasting horizon=10-step2024.10 | 0.1961 | 0.1348 | 236.62 | |
| XGBoostForecasting horizon=10-step2024.10 | 0.2504 | 0.115 | 507.83 | |
| GRUForecasting horizon=10-step2024.10 | 0.2666 | 0.109 | 1,154.99 |