Time Series Forecasting on Sdwpfm 1
0.345MSECrossLinear
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CrossLinearHorizon=242026.03 | 0.345 | 0.433 | |
| AmplifierHorizon=242026.03 | 0.364 | 0.445 | |
| TFTHorizon=242026.03 | 0.366 | 0.421 | |
| PatchTSTHorizon=242026.03 | 0.374 | 0.454 | |
| GCGNetHorizon=242026.03 | 0.375 | 0.409 | |
| GCGNetHorizon=Avg2026.03 | 0.416 | 0.449 | |
| CrossLinearHorizon=Avg2026.03 | 0.417 | 0.478 | |
| TimeKANHorizon=242026.03 | 0.418 | 0.503 | |
| PatchTSTHorizon=Avg2026.03 | 0.435 | 0.502 | |
| AmplifierHorizon=Avg2026.03 | 0.437 | 0.49 | |
| TimeKANHorizon=Avg2026.03 | 0.447 | 0.534 | |
| GCGNetHorizon=3602026.03 | 0.458 | 0.49 | |
| TiDEHorizon=242026.03 | 0.474 | 0.488 | |
| TimeKANHorizon=3602026.03 | 0.476 | 0.566 | |
| TFTHorizon=Avg2026.03 | 0.482 | 0.474 | |
| TiDEHorizon=Avg2026.03 | 0.483 | 0.507 | |
| CrossLinearHorizon=3602026.03 | 0.488 | 0.523 | |
| TiDEHorizon=3602026.03 | 0.492 | 0.526 | |
| PatchTSTHorizon=3602026.03 | 0.497 | 0.55 | |
| AmplifierHorizon=3602026.03 | 0.51 | 0.535 | |
| DUETHorizon=242026.03 | 0.551 | 0.564 | |
| TimeXerHorizon=242026.03 | 0.558 | 0.533 | |
| xPatchHorizon=3602026.03 | 0.592 | 0.556 | |
| TFTHorizon=3602026.03 | 0.597 | 0.528 | |
| DUETHorizon=Avg2026.03 | 0.599 | 0.57 | |
| xPatchHorizon=Avg2026.03 | 0.63 | 0.568 | |
| DUETHorizon=3602026.03 | 0.646 | 0.577 | |
| xPatchHorizon=242026.03 | 0.669 | 0.58 | |
| GCGNetFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.7 | 0.602 | |
| TimeXerFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.701 | 0.609 | |
| TimeXerHorizon=Avg2026.03 | 0.701 | 0.609 | |
| TiDEFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.713 | 0.633 | |
| DUETFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.724 | 0.583 | |
| TimeKANFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.725 | 0.672 | |
| PatchTSTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.733 | 0.651 | |
| xPatchFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.737 | 0.59 | |
| CrossLinearFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.809 | 0.694 | |
| AmplifierFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.843 | 0.685 | |
| TimeXerHorizon=3602026.03 | 0.845 | 0.684 | |
| TFTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.984 | 0.728 |