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ResearchFormerly WizWand

Long-term Time Series Forecasting on ETTh1 conventional (test)

0.361CMSETimeMixer++
0.356280.388140.420.45186Jun 10, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TimeMixer++Prediction Length=962025.060.3610.403
SimpleTMPrediction Length=962025.060.3660.392
TimeFilterPrediction Length=962025.060.370.394
CTFPrediction Length=962025.060.3710.397
DUETPrediction Length=962025.060.3770.393
TimeXerPrediction Length=962025.060.3820.403
CrossGNNPrediction Length=962025.060.3820.398
TimesNetPrediction Length=962025.060.3840.402
iTransformerPrediction Length=962025.060.3860.405
RLinearPrediction Length=962025.060.3860.395
DLinearPrediction Length=962025.060.3860.4
PatchTSTPrediction Length=962025.060.4140.419
TimeMixer++Prediction Length=Avg2025.060.4190.432
CrossformerPrediction Length=962025.060.4230.448
CTFPrediction Length=Avg2025.060.4250.435
TiDEPrediction Length=962025.060.4790.464