ResearchBenchmarksLong-term Multivariate Forecasting on Weather Avg. (test)Long-term Multivariate Forecasting on Weather Avg. (test)Follow0.216MSEMoHETS0.214080.227040.240.25296Jan 29, 2026Evaluation resultsMethodMethodLinksMSEMAEMoHETSModel version=MOHETSla...Model version=MOHETSlarge, Lookback Length (P)=16, Batch Size=642026.010.2160.249SEG-MOEScale=SmallScale=Small2026.010.2230.253Time-MoEModel Scale=UltraModel Scale=Ultra2026.010.2560.288Time-MoEScale=UltraScale=Ultra2026.010.2560.288MoiraiScale=LargeScale=Large2026.010.2640.273