Tidal Current Speed Forecasting (10-step) on ReDAPT 24m BSL (test)
0.0251MAEFiLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FiLMForecasting horizon=10-step2024.10 | 0.0251 | 0.0032 | 47.68 | |
| WECNForecasting horizon=10-step2024.10 | 0.0253 | 0.003 | 53.83 | |
| DLinearForecasting horizon=10-step2024.10 | 0.034 | 0.0061 | 62.68 | |
| FEDformerForecasting horizon=10-step2024.10 | 0.0448 | 0.0039 | 164.95 | |
| ReformerForecasting horizon=10-step2024.10 | 0.0662 | 0.0107 | 99.9 | |
| LSTMForecasting horizon=10-step2024.10 | 0.1025 | 0.0223 | 297.83 | |
| AutoformerForecasting horizon=10-step2024.10 | 0.1699 | 0.106 | 297.15 | |
| XGBoostForecasting horizon=10-step2024.10 | 0.2517 | 0.116 | 505.37 | |
| GRUForecasting horizon=10-step2024.10 | 0.2589 | 0.1072 | 1,154.47 |