Time Series Forecasting on Sdwpfh1
0.381MSEGCGNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCGNetHorizon=242026.03 | 0.381 | 0.441 | |
| TFTHorizon=242026.03 | 0.401 | 0.46 | |
| GCGNetHorizon=Avg2026.03 | 0.414 | 0.468 | |
| PatchTSTHorizon=242026.03 | 0.422 | 0.505 | |
| TiDEHorizon=242026.03 | 0.434 | 0.489 | |
| GCGNetHorizon=3602026.03 | 0.446 | 0.495 | |
| TiDEHorizon=Avg2026.03 | 0.453 | 0.508 | |
| PatchTSTHorizon=Avg2026.03 | 0.468 | 0.527 | |
| TiDEHorizon=3602026.03 | 0.472 | 0.527 | |
| xPatchHorizon=3602026.03 | 0.472 | 0.504 | |
| TFTHorizon=Avg2026.03 | 0.479 | 0.491 | |
| AmplifierHorizon=3602026.03 | 0.497 | 0.569 | |
| xPatchHorizon=Avg2026.03 | 0.498 | 0.505 | |
| TimeKANHorizon=242026.03 | 0.511 | 0.582 | |
| PatchTSTHorizon=3602026.03 | 0.513 | 0.548 | |
| xPatchHorizon=242026.03 | 0.524 | 0.505 | |
| DUETHorizon=242026.03 | 0.527 | 0.513 | |
| AmplifierHorizon=Avg2026.03 | 0.537 | 0.598 | |
| DUETHorizon=Avg2026.03 | 0.539 | 0.516 | |
| DUETHorizon=3602026.03 | 0.551 | 0.519 | |
| TFTHorizon=3602026.03 | 0.557 | 0.523 | |
| AmplifierHorizon=242026.03 | 0.576 | 0.627 | |
| TimeKANHorizon=Avg2026.03 | 0.577 | 0.638 | |
| CrossLinearHorizon=242026.03 | 0.614 | 0.601 | |
| TimeKANHorizon=3602026.03 | 0.643 | 0.694 | |
| TimeXerHorizon=242026.03 | 0.651 | 0.587 | |
| CrossLinearHorizon=Avg2026.03 | 0.671 | 0.625 | |
| CrossLinearHorizon=3602026.03 | 0.728 | 0.65 | |
| TimeXerFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.746 | 0.643 | |
| TimeXerHorizon=Avg2026.03 | 0.746 | 0.643 | |
| GCGNetFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.757 | 0.628 | |
| CrossLinearFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.768 | 0.702 | |
| DUETFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.78 | 0.637 | |
| xPatchFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.791 | 0.63 | |
| TFTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.793 | 0.698 | |
| TimeKANFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.804 | 0.72 | |
| PatchTSTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.804 | 0.717 | |
| TiDEFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.808 | 0.699 | |
| TimeXerHorizon=3602026.03 | 0.841 | 0.7 | |
| AmplifierFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 1.1 | 0.82 |