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ResearchFormerly WizWand

Multivariate Time Series Forecasting on ETTm2 v1 (test)

0.269MSEDynamic TMoE
0.267360.278430.28950.30057May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2690.318
TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2750.323
TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2760.321
ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.280.325
RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2810.331
PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2850.328
FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2860.328
TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2910.333
FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3050.349
DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.310.367