Time Series Forecasting on Sdwpfh2
0.426MSEGCGNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCGNetHorizon=242026.03 | 0.426 | 0.474 | |
| PatchTSTHorizon=242026.03 | 0.457 | 0.527 | |
| GCGNetHorizon=Avg2026.03 | 0.472 | 0.501 | |
| AmplifierHorizon=242026.03 | 0.473 | 0.533 | |
| TFTHorizon=242026.03 | 0.474 | 0.493 | |
| GCGNetHorizon=3602026.03 | 0.519 | 0.529 | |
| AmplifierHorizon=Avg2026.03 | 0.521 | 0.581 | |
| PatchTSTHorizon=Avg2026.03 | 0.549 | 0.58 | |
| TFTHorizon=Avg2026.03 | 0.566 | 0.521 | |
| AmplifierHorizon=3602026.03 | 0.569 | 0.628 | |
| TiDEHorizon=242026.03 | 0.579 | 0.553 | |
| xPatchHorizon=3602026.03 | 0.579 | 0.547 | |
| TimeKANHorizon=242026.03 | 0.58 | 0.614 | |
| CrossLinearHorizon=242026.03 | 0.585 | 0.586 | |
| TiDEHorizon=Avg2026.03 | 0.599 | 0.583 | |
| xPatchHorizon=Avg2026.03 | 0.61 | 0.551 | |
| TiDEHorizon=3602026.03 | 0.619 | 0.614 | |
| CrossLinearHorizon=Avg2026.03 | 0.62 | 0.596 | |
| DUETHorizon=242026.03 | 0.629 | 0.563 | |
| xPatchHorizon=242026.03 | 0.64 | 0.554 | |
| PatchTSTHorizon=3602026.03 | 0.641 | 0.632 | |
| DUETHorizon=Avg2026.03 | 0.647 | 0.566 | |
| TimeKANHorizon=Avg2026.03 | 0.647 | 0.672 | |
| CrossLinearHorizon=3602026.03 | 0.656 | 0.605 | |
| TFTHorizon=3602026.03 | 0.657 | 0.549 | |
| DUETHorizon=3602026.03 | 0.665 | 0.569 | |
| TimeKANHorizon=3602026.03 | 0.713 | 0.729 | |
| TimeXerHorizon=242026.03 | 0.82 | 0.677 | |
| GCGNetFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.882 | 0.691 | |
| TimeXerFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.891 | 0.719 | |
| TimeXerHorizon=Avg2026.03 | 0.891 | 0.719 | |
| TiDEFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.919 | 0.751 | |
| DUETFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.92 | 0.691 | |
| TFTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.926 | 0.746 | |
| TimeKANFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.941 | 0.782 | |
| xPatchFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.941 | 0.687 | |
| CrossLinearFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.956 | 0.774 | |
| TimeXerHorizon=3602026.03 | 0.962 | 0.761 | |
| AmplifierFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.98 | 0.768 | |
| PatchTSTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 1.025 | 0.802 |