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ResearchFormerly WizWand

Multivariate Time Series Forecasting on Weather (7:1:2)

0.237MSETimeEmb
0.236120.242060.2480.25394May 1, 2026
Updated 6mo ago

Evaluation results

MethodLinks
TimeEmbLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2370.262
PAModLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2390.261
TimeMixerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.240.271
TimeXerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2410.271
TQNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2420.269
CycleNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2430.271
FilterTSLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2450.274
AmplifierLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2530.275
iTransformerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2580.278
PatchTSTLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.050.2590.273