Univariate Long-Term Forecasting on ETTh2 (average)
0.293MSEATFNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ATFNetTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.293 | 0.428 | |
| AutoformerTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.296 | 0.436 | |
| DLinearTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.302 | 0.44 | |
| FiLMTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.305 | 0.438 | |
| FEDformerTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.315 | 0.445 | |
| TimesNetTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.317 | 0.447 | |
| PatchTSTTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.332 | 0.452 | |
| FreTSTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.346 | 0.46 | |
| TFDNetTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.386 | 0.491 | |
| SCINetTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.429 | 0.519 | |
| FITSTarget Feature=Oil Temperature, Prediction Lengths (T)=average of {96, 192, 336, 720}2024.04 | 0.69 | 0.65 |