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ResearchFormerly WizWand

Multivariate Time Series Forecasting on ETTm1 Horizon 720 (test)

0.407MSEMoment (2024)
0.393280.485890.57850.67111Dec 27, 2025Jan 10, 2026Jan 24, 2026Feb 8, 2026Feb 22, 2026Mar 8, 2026Mar 23, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Moment (2024)CoRA=true2026.030.4070.403
TTM (2024)CoRA=true2026.030.4130.411
Moment (2024)CoRA=false2026.030.4160.417
TTM (2024)CoRA=false2026.030.4220.413
TimeXerBackbone=TimeXer, Residual Correction=None2025.120.45240.4413
PatchTSTBackbone=PatchTST, Residual Correction=None2025.120.45860.4451
TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.120.46160.448
PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.120.46180.4513
DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.120.46720.4553
DLinearBackbone=DLinear, Residual Correction=None2025.120.4730.4509
TimesNetBackbone=TimesNet, Residual Correction=None2025.120.48790.461
TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.120.49110.464
Timer (2024)CoRA=true2026.030.7470.549
Timer (2024)CoRA=false2026.030.750.56