Time Series Forecasting on BE
0.323MSEGCGNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCGNetHorizon=242026.03 | 0.323 | 0.227 | |
| CrossLinearHorizon=242026.03 | 0.383 | 0.251 | |
| TimeXerHorizon=242026.03 | 0.392 | 0.253 | |
| xPatchHorizon=242026.03 | 0.411 | 0.256 | |
| GCGNetHorizon=Avg2026.03 | 0.423 | 0.287 | |
| TFTHorizon=242026.03 | 0.426 | 0.272 | |
| TiDEHorizon=242026.03 | 0.426 | 0.285 | |
| DUETHorizon=242026.03 | 0.432 | 0.272 | |
| TimeKANHorizon=242026.03 | 0.451 | 0.319 | |
| TimeXerHorizon=Avg2026.03 | 0.452 | 0.29 | |
| PatchTSTHorizon=242026.03 | 0.452 | 0.326 | |
| TFTHorizon=Avg2026.03 | 0.454 | 0.291 | |
| GCGNetFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.458 | 0.301 | |
| AmplifierHorizon=242026.03 | 0.471 | 0.339 | |
| DUETFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.473 | 0.305 | |
| CrossLinearHorizon=Avg2026.03 | 0.474 | 0.33 | |
| TimeXerFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.477 | 0.301 | |
| CrossLinearFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.477 | 0.3 | |
| TFTHorizon=3602026.03 | 0.482 | 0.31 | |
| xPatchFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.483 | 0.302 | |
| PatchTSTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.485 | 0.309 | |
| TimeKANFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.488 | 0.315 | |
| xPatchHorizon=Avg2026.03 | 0.495 | 0.333 | |
| TiDEHorizon=Avg2026.03 | 0.498 | 0.325 | |
| AmplifierFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.502 | 0.325 | |
| TimeXerHorizon=3602026.03 | 0.512 | 0.327 | |
| DUETHorizon=Avg2026.03 | 0.515 | 0.354 | |
| GCGNetHorizon=3602026.03 | 0.524 | 0.347 | |
| TiDEFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.547 | 0.348 | |
| TimeKANHorizon=Avg2026.03 | 0.548 | 0.407 | |
| AmplifierHorizon=Avg2026.03 | 0.559 | 0.413 | |
| TFTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.563 | 0.354 | |
| CrossLinearHorizon=3602026.03 | 0.564 | 0.408 | |
| TiDEHorizon=3602026.03 | 0.571 | 0.364 | |
| PatchTSTHorizon=Avg2026.03 | 0.577 | 0.432 | |
| xPatchHorizon=3602026.03 | 0.579 | 0.41 | |
| DUETHorizon=3602026.03 | 0.597 | 0.436 | |
| TimeKANHorizon=3602026.03 | 0.645 | 0.495 | |
| AmplifierHorizon=3602026.03 | 0.646 | 0.487 | |
| PatchTSTHorizon=3602026.03 | 0.702 | 0.538 |