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ResearchFormerly WizWand

Time Series Forecasting on ECL Electricity

0.128MSE (F=96)VFEM
0.125680.141340.1570.17266Sep 25, 2025
Updated 4mo ago

Evaluation results

MethodLinks
VFEMEvaluation Protocol=Supervised2025.090.1280.1470.1610.1930.157
GPT4TSEvaluation Protocol=Supervised2025.090.1390.1530.1690.2060.167
UniTSTEvaluation Protocol=Supervised2025.090.1390.1550.170.1980.166
ChronosLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.090.1520.1720.2030.2890.204
MoiraiLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.090.1530.1690.1870.2370.187
ChronosBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.090.1540.1790.2140.3110.215
MoiraiBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.090.160.1750.1870.2280.188
TimesNetEvaluation Protocol=Supervised2025.090.1840.1920.20.2280.201
PatchTSTEvaluation Protocol=Supervised2025.090.1860.190.2060.2470.207