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ResearchFormerly WizWand

Long-term forecasting on Weather Horizon 192 (MSE, MAE)

0.185MSETimeBase
0.17880.220650.26250.30435May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TimeBaseInput sequence length=7202026.050.1850.241
LeapTSInput sequence length=7202026.050.1890.236
PhaseformerInput sequence length=7202026.050.1930.237
PatchTSTInput sequence length=7202026.050.1930.243
TimeMixerInput sequence length=7202026.050.2010.255
iTransformerInput sequence length=7202026.050.2030.252
FITSInput sequence length=7202026.050.2030.256
SparseTSFInput sequence length=7202026.050.2160.267
CrossformerInput sequence length=7202026.050.220.273
FEDformerInput sequence length=7202026.050.340.403