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ResearchFormerly WizWand

Long-term time series forecasting on ETTh2 Average

0.364MSETimeMixer
0.215121.220062.2253.22994Apr 17, 2026Apr 24, 2026May 1, 2026May 8, 2026May 15, 2026May 22, 2026May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TimeMixerLookback window=96, Prediction length=Average2026.040.3640.395
TriTSLookback window=96, Prediction length=Average2026.040.3660.38
L-Drive2026.050.3660.396
CrossLinear2026.050.3680.396
TimeXer2026.050.3680.396
FilterTS2026.050.3720.396
FDNetLookback window=96, Prediction length=Average2026.040.3730.399
SIGMAInput Length=962026.050.3760.402
AMDInput Length=962026.050.3760.4
WPMixerLookback window=96, Prediction length=Average2026.040.3780.405
VisionTS++Lookback window=96, Prediction length=Average2026.040.3790.402
MultiPatch.Input Length=962026.050.3790.406
iTransformerLookback window=96, Prediction length=Average2026.040.3830.407
iTransformer2026.050.3830.407
PatchTSTLookback window=96, Prediction length=Average2026.040.3850.41
PatchTST2026.050.3870.407
TimeMixerInput Length=962026.050.3890.41
WPMixerInput Length=962026.050.390.41
PatchMLP2026.050.3950.412
VisionTSLookback window=96, Prediction length=Average2026.040.3970.421
MSGNetInput Length=962026.050.4020.421
TimesNetInput Length=962026.050.410.424
TimesNet2026.050.4140.427
DLinear2026.050.5590.515
DLinearLookback window=96, Prediction length=Average2026.040.5630.519
MICNInput Length=962026.050.5820.527
Pyra.Input Length=962026.054.0861.621