Time Series Forecasting on BE Belgium Electricity
0.338MSELightGTS-Cov
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightGTS-Covcovariates=future-known2026.02 | 0.338 | 0.224 | |
| DAGcovariates=future-known2026.02 | 0.361 | 0.229 | |
| LightGTS-Covfuture-known covariates=false2026.02 | 0.365 | 0.243 | |
| DAGfuture-known covariates=false2026.02 | 0.376 | 0.244 | |
| CrossLinearfuture-known covariates=false2026.02 | 0.389 | 0.253 | |
| CrossLinearcovariates=future-known2026.02 | 0.391 | 0.259 | |
| TimeXerfuture-known covariates=false2026.02 | 0.392 | 0.253 | |
| TimeXercovariates=future-known2026.02 | 0.392 | 0.253 | |
| TFTfuture-known covariates=false2026.02 | 0.4 | 0.267 | |
| PatchTSTfuture-known covariates=false2026.02 | 0.405 | 0.264 | |
| TFTcovariates=future-known2026.02 | 0.426 | 0.272 | |
| TiDEcovariates=future-known2026.02 | 0.426 | 0.285 | |
| DLinearcovariates=future-known2026.02 | 0.451 | 0.31 | |
| PatchTSTcovariates=future-known2026.02 | 0.452 | 0.326 | |
| DLinearfuture-known covariates=false2026.02 | 0.453 | 0.308 | |
| TiDEfuture-known covariates=false2026.02 | 0.492 | 0.322 | |
| Cast-R12026.02 | 473.427 | 10.332 | |
| Chronos-22026.02 | 497.075 | 11.129 | |
| TimesFM2026.02 | 502.345 | 11.284 | |
| PatchTST2026.02 | 512.834 | 10.4 | |
| TimeLLM2026.02 | 523.552 | 10.997 | |
| TimeReasoner2026.02 | 549.797 | 11.976 | |
| OFA2026.02 | 621.548 | 13.665 | |
| iTransformer2026.02 | 645.76 | 14.375 | |
| ConvTimeNet2026.02 | 668.275 | 10.804 | |
| DLinear2026.02 | 739.149 | 12.59 | |
| Prophet2026.02 | 749.864 | 14.988 | |
| TimeXer2026.02 | 772.704 | 12.286 | |
| ARIMA2026.02 | 869.444 | 13.549 |