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ResearchFormerly WizWand

Forecasting on Private Dataset Exclusive User (test)

0.3638MAEPowerPM
0.3588320.3923660.42590.459434Aug 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PowerPMForecasting length=4, Input window=6722024.080.3638
PowerPM freezeForecasting length=4, Input window=6722024.080.3762
TimeLLMForecasting length=4, Input window=6722024.080.4043
UniTimeForecasting length=4, Input window=6722024.080.4166
GPT4TSForecasting length=4, Input window=6722024.080.4246
PatchTSTForecasting length=4, Input window=6722024.080.4286
CoSTForecasting length=4, Input window=6722024.080.4412
PowerPMForecasting length=Avg, Input window=6722024.080.4502
TimesNetForecasting length=4, Input window=6722024.080.4512
DLinearForecasting length=4, Input window=6722024.080.464
PowerPM freezeForecasting length=Avg, Input window=6722024.080.4759
TS2VecForecasting length=4, Input window=6722024.080.488