Time Series Forecasting on Rapel (MSE, MAE)
0.14MSEGCGNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCGNetHorizon=102026.03 | 0.14 | 0.191 | |
| xPatchHorizon=102026.03 | 0.161 | 0.216 | |
| PatchTSTHorizon=102026.03 | 0.163 | 0.218 | |
| DUETHorizon=102026.03 | 0.174 | 0.219 | |
| TimeKANHorizon=102026.03 | 0.174 | 0.231 | |
| AmplifierHorizon=102026.03 | 0.181 | 0.227 | |
| TFTHorizon=102026.03 | 0.201 | 0.253 | |
| GCGNetHorizon=Avg2026.03 | 0.212 | 0.259 | |
| TiDEHorizon=102026.03 | 0.228 | 0.271 | |
| CrossLinearFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.24 | 0.299 | |
| TimeKANHorizon=Avg2026.03 | 0.249 | 0.311 | |
| AmplifierHorizon=Avg2026.03 | 0.257 | 0.321 | |
| GCGNetFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.258 | 0.273 | |
| DUETHorizon=Avg2026.03 | 0.269 | 0.326 | |
| PatchTSTHorizon=Avg2026.03 | 0.269 | 0.332 | |
| CrossLinearHorizon=102026.03 | 0.271 | 0.248 | |
| CrossLinearHorizon=302026.03 | 0.271 | 0.371 | |
| CrossLinearHorizon=Avg2026.03 | 0.271 | 0.31 | |
| GCGNetHorizon=302026.03 | 0.284 | 0.327 | |
| TimeXerHorizon=102026.03 | 0.301 | 0.308 | |
| DUETFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.304 | 0.306 | |
| TFTHorizon=Avg2026.03 | 0.305 | 0.333 | |
| TFTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.308 | 0.334 | |
| TiDEHorizon=Avg2026.03 | 0.32 | 0.351 | |
| TiDEFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.323 | 0.357 | |
| PatchTSTFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.325 | 0.334 | |
| TimeKANHorizon=302026.03 | 0.325 | 0.39 | |
| AmplifierHorizon=302026.03 | 0.333 | 0.416 | |
| xPatchHorizon=Avg2026.03 | 0.333 | 0.381 | |
| AmplifierFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.337 | 0.348 | |
| TimeKANFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.342 | 0.337 | |
| TimeXerFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.344 | 0.362 | |
| TimeXerHorizon=Avg2026.03 | 0.344 | 0.362 | |
| xPatchFuture Exogenous Variables=Not Available, Inputs=X_endo and X_exo2026.03 | 0.364 | 0.382 | |
| DUETHorizon=302026.03 | 0.365 | 0.432 | |
| PatchTSTHorizon=302026.03 | 0.374 | 0.445 | |
| TimeXerHorizon=302026.03 | 0.387 | 0.416 | |
| TFTHorizon=302026.03 | 0.409 | 0.414 | |
| TiDEHorizon=302026.03 | 0.411 | 0.432 | |
| xPatchHorizon=302026.03 | 0.505 | 0.546 |