Sea Surface Temperature Forecasting on SST L=30 (test)
0.351RMSEOptFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OptFormerPrediction length (L)=302025.12 | 0.351 | 0.011 | |
| LSTMPrediction length (L)=302025.12 | 1.091 | 0.0388 | |
| AutoFormerPrediction length (L)=302025.12 | 1.098 | 0.0391 | |
| InformerPrediction length (L)=302025.12 | 1.109 | 0.0394 | |
| TCNPrediction length (L)=302025.12 | 1.166 | 0.0404 | |
| N-BEATSPrediction length (L)=302025.12 | 1.926 | 0.0686 |