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ResearchFormerly WizWand

Long-term forecasting on ETTh1 T=96

0.361MSETimeMixer
0.34740.43920.5310.6228Jun 6, 2024Oct 4, 2024Feb 1, 2025Jun 2, 2025Sep 30, 2025Jan 28, 2026May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TimeMixerPrediction Length (T)=962024.060.3610.39
AMDPrediction Length (T)=962024.060.3690.397
PatchTSTPrediction Length (T)=962024.060.370.399
MTS-MixersPrediction Length (T)=962024.060.3720.395
DLinearPrediction Length (T)=962024.060.3750.399
MixMamba2025.080.37550.3878
FEDformerPrediction Length (T)=962024.060.3760.415
MultiPatch.Input Length=962026.050.3770.397
SIGMAInput Length=962026.050.3790.393
TimeMixerInput Length=962026.050.3810.398
WPMixerInput Length=962026.050.3820.404
TimesNetPrediction Length (T)=962024.060.3840.402
AMDInput Length=962026.050.3850.396
STM32025.080.38540.3906
iTransformerPrediction Length (T)=962024.060.3860.405
CrossformerPrediction Length (T)=962024.060.3860.429
MICNPrediction Length (T)=962024.060.3960.427
MSGNetInput Length=962026.050.3980.418
TimesNetInput Length=962026.050.4190.432
MICNInput Length=962026.050.4250.435
Pyra.Input Length=962026.050.7010.63