Long-term forecasting on ETTm1 (MSE)
0.292MSEPatchTST
Evaluation Results
| Method | Links | |
|---|---|---|
| PatchTSTPrediction Horizon=96, Lookback=3362026.06 | 0.292 | |
| DLinearPrediction Horizon=96, Lookback=3362026.06 | 0.301 | |
| FITSPrediction Horizon=96, Lookback=3362026.06 | 0.303 | |
| PatchTSTPrediction Horizon=192, Lookback=3362026.06 | 0.33 | |
| DLinearPrediction Horizon=192, Lookback=3362026.06 | 0.335 | |
| FITSPrediction Horizon=192, Lookback=3362026.06 | 0.337 | |
| TimesNetPrediction Horizon=96, Lookback=3362026.06 | 0.338 | |
| HAMON-DiffIntPrediction Horizon=96, Lookback=3362026.06 | 0.358 | |
| FEDformerPrediction Horizon=96, Lookback=3362026.06 | 0.362 | |
| PatchTSTPrediction Horizon=336, Lookback=3362026.06 | 0.365 | |
| FITSPrediction Horizon=336, Lookback=3362026.06 | 0.366 | |
| DLinearPrediction Horizon=336, Lookback=3362026.06 | 0.371 | |
| HAMON-CohPrediction Horizon=96, Lookback=3362026.06 | 0.372 | |
| TimesNetPrediction Horizon=192, Lookback=3362026.06 | 0.374 | |
| FEDformerPrediction Horizon=192, Lookback=3362026.06 | 0.393 | |
| TimesNetPrediction Horizon=336, Lookback=3362026.06 | 0.41 | |
| HAMON-DiffIntPrediction Horizon=192, Lookback=3362026.06 | 0.413 | |
| FITSPrediction Horizon=720, Lookback=3362026.06 | 0.415 | |
| PatchTSTPrediction Horizon=720, Lookback=3362026.06 | 0.419 | |
| HAMON-CohPrediction Horizon=192, Lookback=3362026.06 | 0.419 | |
| DLinearPrediction Horizon=720, Lookback=3362026.06 | 0.426 | |
| FEDformerPrediction Horizon=336, Lookback=3362026.06 | 0.442 | |
| HAMON-DiffIntPrediction Horizon=336, Lookback=3362026.06 | 0.468 | |
| HAMON-CohPrediction Horizon=336, Lookback=3362026.06 | 0.47 | |
| TimesNetPrediction Horizon=720, Lookback=3362026.06 | 0.478 | |
| FEDformerPrediction Horizon=720, Lookback=3362026.06 | 0.483 | |
| HAMON-DiffIntPrediction Horizon=720, Lookback=3362026.06 | 0.531 | |
| HAMON-CohPrediction Horizon=720, Lookback=3362026.06 | 0.553 |