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ResearchFormerly WizWand

Multivariate time series forecasting on ETTh2 (6:2:2)

0.36MSEPAMod
0.358880.366440.3740.38156May 1, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PAModLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.360.387
TimeEmbLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3620.39
TimeMixerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3640.395
TimeXerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3680.396
FilterTSLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3750.398
TQNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3780.402
AmplifierLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3810.405
iTransformerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3830.407
PatchTSTLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3870.407
CycleNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.3880.409