Time Series Forecasting on Weather (MSE at F=96, F=192, F=336, F=720)
0.153MSE (F=96)VFEM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VFEMEvaluation Protocol=Supervised2025.09 | 0.153 | 0.201 | 0.25 | 0.319 | 0.231 | |
| UniTSTEvaluation Protocol=Supervised2025.09 | 0.156 | 0.207 | 0.263 | 0.34 | 0.242 | |
| GPT4TSEvaluation Protocol=Supervised2025.09 | 0.162 | 0.204 | 0.254 | 0.326 | 0.237 | |
| TimesNetEvaluation Protocol=Supervised2025.09 | 0.169 | 0.222 | 0.29 | 0.376 | 0.264 | |
| PatchTSTEvaluation Protocol=Supervised2025.09 | 0.177 | 0.222 | 0.277 | 0.352 | 0.257 | |
| ChronosLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.194 | 0.249 | 0.302 | 0.372 | 0.279 | |
| MoiraiLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.199 | 0.246 | 0.274 | 0.337 | 0.264 | |
| ChronosBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.203 | 0.256 | 0.314 | 0.397 | 0.293 | |
| MoiraiBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.22 | 0.271 | 0.286 | 0.373 | 0.288 |