Tidal Current Speed Forecasting on ReDAPT 22m depth (test)
0.1257MAEWECN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WECNForecasting horizon=30-step2024.10 | 0.1257 | 0.0701 | 100.53 | |
| FEDformerForecasting horizon=30-step2024.10 | 0.1357 | 0.0706 | 122.36 | |
| FiLMForecasting horizon=30-step2024.10 | 0.1536 | 0.1108 | 136.99 | |
| DLinearForecasting horizon=30-step2024.10 | 0.1562 | 0.1061 | 124.45 | |
| ReformerForecasting horizon=30-step2024.10 | 0.1659 | 0.1031 | 120.16 | |
| LSTMForecasting horizon=30-step2024.10 | 0.2096 | 0.1929 | 979.73 | |
| XGBoostForecasting horizon=30-step2024.10 | 0.2546 | 0.119 | 923.65 | |
| AutoformerForecasting horizon=30-step2024.10 | 0.2562 | 0.2351 | 257.86 | |
| GRUForecasting horizon=30-step2024.10 | 0.2877 | 0.1359 | 1,452.25 |