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ResearchFormerly WizWand

Multivariate Time Series Forecasting on Electricity v1 (test)

0.17MSEDynamic TMoE
0.168160.180580.1930.20542May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.170.268
TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.1820.273
TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.1830.28
RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.1840.287
TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.1930.295
PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.1960.281
ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2080.302
DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.210.296
FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2140.327
FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2160.293