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ResearchFormerly WizWand

Multivariate Time Series Forecasting on Traffic S=720 (test)

0.441MSECDT
0.429880.504940.580.65506May 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CDTLookback length (T)=96, Prediction length (S)=7202025.050.4410.292
DistDFLookback length (T)=96, Prediction length (S)=7202025.050.4520.297
TFPSLookback length (T)=96, Prediction length (S)=7202025.050.4670.302
SEMPOLookback length (T)=96, Prediction length (S)=7202025.050.5030.36
NumerionLookback length (T)=96, Prediction length (S)=7202025.050.5070.301
GTRLookback length (T)=96, Prediction length (S)=7202025.050.5140.301
iTransformerLookback length (T)=96, Prediction length (S)=7202025.050.5140.322
RLinearLookback length (T)=96, Prediction length (S)=7202025.050.5890.328
DLinearLookback length (T)=96, Prediction length (S)=7202025.050.6260.382
TiDELookback length (T)=96, Prediction length (S)=7202025.050.640.35
TimesNetLookback length (T)=96, Prediction length (S)=7202025.050.6450.394
PatchTSTLookback length (T)=96, Prediction length (S)=7202025.050.6470.387
FEDformerLookback length (T)=96, Prediction length (S)=7202025.050.660.408
CrossformerLookback length (T)=96, Prediction length (S)=7202025.050.7190.449