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ResearchFormerly WizWand

Multivariate long-term forecasting on Weather T=96 (test)

0.145MSEGridTST
0.114960.317730.52050.72327May 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GridTSTLookback length=336, Prediction length=962024.050.1450.195
PatchTSTLookback length=336, Prediction length=962024.050.1510.2
iTransformerLookback length=336, Prediction length=962024.050.1630.212
DLinearLookback length=336, Prediction length=962024.050.1760.237
CrossFormerLookback length=336, Prediction length=962024.050.2260.301
AutoformerLookback length=336, Prediction length=962024.050.2490.329
InformerLookback length=336, Prediction length=962024.050.3540.405
PyraformerLookback length=336, Prediction length=962024.050.8960.556