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ResearchFormerly WizWand

Multivariate Time Series Forecasting on ETTh2 v1 (test)

0.234MAEDLinear + FAN
0.22420.290350.35650.42265Sep 30, 2024Jan 7, 2025Apr 17, 2025Jul 25, 2025Nov 2, 2025Feb 9, 2026May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DLinear + FANBackbone=DLinear, Normalization=FAN, Horizon=962024.090.2340.108
DLinear + SANBackbone=DLinear, Normalization=SAN, Horizon=962024.090.2370.112
Informer + FANBackbone=Informer, Normalization=FAN, Horizon=962024.090.2560.124
FEDFormer + FANBackbone=FEDFormer, Normalization=FAN, Horizon=962024.090.2630.126
ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3910.359
TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3950.365
PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3950.366
Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3980.368
FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.3980.375
TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.4030.38
RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.4130.385
TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.4270.414
FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.4470.434
DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.050.4790.498