Time Series Forecasting on ETTm2 (MSE at steps 96, 192, 336, 720)
0.166MSE (F=96)VFEM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VFEMEvaluation Protocol=Supervised2025.09 | 0.166 | 0.22 | 0.276 | 0.368 | 0.258 | |
| GPT4TSEvaluation Protocol=Supervised2025.09 | 0.173 | 0.229 | 0.286 | 0.378 | 0.267 | |
| PatchTSTEvaluation Protocol=Supervised2025.09 | 0.177 | 0.246 | 0.305 | 0.41 | 0.285 | |
| UniTSTEvaluation Protocol=Supervised2025.09 | 0.178 | 0.243 | 0.302 | 0.398 | 0.28 | |
| TimesNetEvaluation Protocol=Supervised2025.09 | 0.187 | 0.249 | 0.321 | 0.497 | 0.314 | |
| ChronosLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.197 | 0.254 | 0.313 | 0.416 | 0.295 | |
| ChronosBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.199 | 0.261 | 0.326 | 0.455 | 0.31 | |
| MoiraiBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.205 | 0.275 | 0.329 | 0.437 | 0.312 | |
| MoiraiLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.211 | 0.281 | 0.341 | 0.485 | 0.33 |