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ResearchFormerly WizWand

Multivariate Time Series Forecasting on Traffic full (test)

0.388MSEMoHETS
0.3460.62950.9131.1965Jun 24, 2021Mar 31, 2022Jan 5, 2023Oct 12, 2023Jul 18, 2024Apr 24, 2025Jan 29, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MoHETSPrediction Length=Avg.2026.010.3880.256
SOFTSPrediction Length=Avg.2026.010.4090.267
iTransformerPrediction Length=Avg.2026.010.4280.282
TimeXerPrediction Length=Avg.2026.010.4660.287
PatchTSTPrediction Length=Avg.2026.010.4810.304
TimeMixerPrediction Length=Avg.2026.010.4840.297
CrossformerPrediction Length=Avg.2026.010.550.304
FEDformerPrediction Length=Avg.2026.010.6090.376
AutoformerInput Length (I)=96, Prediction Length (O)=962021.060.6130.388
TimesNetPrediction Length=Avg.2026.010.620.336
DLinearPrediction Length=Avg.2026.010.6250.383
LogTransInput Length (I)=96, Prediction Length (O)=962021.060.6840.384
InformerInput Length (I)=96, Prediction Length (O)=962021.060.7190.391
ReformerInput Length (I)=96, Prediction Length (O)=962021.060.7320.423
TiDEPrediction Length=Avg.2026.010.760.473
LSTMInput Length (I)=96, Prediction Length (O)=962021.060.8430.453
LSTNetInput Length (I)=96, Prediction Length (O)=962021.061.1070.685
TCNInput Length (I)=96, Prediction Length (O)=962021.061.4380.784