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ResearchFormerly WizWand

Multivariate Time Series Forecasting on Traffic v1 (test)

0.288MAEDynamic TMoE
0.284120.310310.33650.36269Sep 30, 2024Jan 7, 2025Apr 17, 2025Jul 25, 2025Nov 2, 2025Feb 9, 2026May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2880.479
TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.2980.485
TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3040.457
PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3090.488
TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3360.62
ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3370.556
RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3470.537
DLinear + FANBackbone=DLinear, Normalization=FAN, Horizon=7202024.090.3720.472
FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3760.61
FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3770.627
Informer + FANBackbone=Informer, Normalization=FAN, Horizon=7202024.090.3810.463
DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3850.625