Time Series Forecasting on ECL Electricity
0.128MSE (F=96)VFEM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VFEMEvaluation Protocol=Supervised2025.09 | 0.128 | 0.147 | 0.161 | 0.193 | 0.157 | |
| GPT4TSEvaluation Protocol=Supervised2025.09 | 0.139 | 0.153 | 0.169 | 0.206 | 0.167 | |
| UniTSTEvaluation Protocol=Supervised2025.09 | 0.139 | 0.155 | 0.17 | 0.198 | 0.166 | |
| ChronosLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.152 | 0.172 | 0.203 | 0.289 | 0.204 | |
| MoiraiLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.153 | 0.169 | 0.187 | 0.237 | 0.187 | |
| ChronosBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.154 | 0.179 | 0.214 | 0.311 | 0.215 | |
| MoiraiBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.16 | 0.175 | 0.187 | 0.228 | 0.188 | |
| TimesNetEvaluation Protocol=Supervised2025.09 | 0.184 | 0.192 | 0.2 | 0.228 | 0.201 | |
| PatchTSTEvaluation Protocol=Supervised2025.09 | 0.186 | 0.19 | 0.206 | 0.247 | 0.207 |