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ResearchFormerly WizWand

Long-term forecasting on Weather T=720

0.309MSEPhaseformer
0.304560.334530.36450.39447Jun 6, 2024Oct 1, 2024Jan 26, 2025May 24, 2025Sep 18, 2025Jan 13, 2026May 11, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PhaseformerInput sequence length=7202026.050.3090.332
TimeMixerPrediction Length (T)=7202024.060.310.33
MICNPrediction Length (T)=7202024.060.3110.356
LeapTSInput sequence length=7202026.050.3110.327
PatchTSTInput sequence length=7202026.050.3120.334
PatchTSTPrediction Length (T)=7202024.060.3140.334
TimeBaseInput sequence length=7202026.050.3140.331
AMDPrediction Length (T)=7202024.060.3150.33
iTransformerInput sequence length=7202026.050.3170.337
CrossformerPrediction Length (T)=7202024.060.3180.363
DLinearPrediction Length (T)=7202024.060.3230.362
SparseTSFInput sequence length=7202026.050.3250.345
FITSInput sequence length=7202026.050.3250.346
TimeMixerInput sequence length=7202026.050.3290.348
MTS-MixersPrediction Length (T)=7202024.060.3360.343
iTransformerPrediction Length (T)=7202024.060.3580.349
CrossformerInput sequence length=7202026.050.3620.393
TimesNetPrediction Length (T)=7202024.060.3650.359
FEDformerPrediction Length (T)=7202024.060.3890.409
FEDformerInput sequence length=7202026.050.420.421