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ResearchFormerly WizWand

Multivariate Time Series Forecasting on ETTm1 Horizon 192 (test)

0.339MSEMoment (2024)
0.3356720.3581360.38060.403064Dec 27, 2025Jan 10, 2026Jan 24, 2026Feb 8, 2026Feb 22, 2026Mar 8, 2026Mar 23, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Moment (2024)CoRA=true2026.030.3390.371
TTM (2024)CoRA=false2026.030.3410.367
TTM (2024)CoRA=true2026.030.3410.361
Moment (2024)CoRA=false2026.030.3420.375
Timer (2024)CoRA=true2026.030.360.384
TimeXerBackbone=TimeXer, Residual Correction=None2025.120.36160.3829
TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.120.3620.3818
Timer (2024)CoRA=false2026.030.3640.39
PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.120.36940.3897
DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.120.37040.3859
PatchTSTBackbone=PatchTST, Residual Correction=None2025.120.37180.3917
DLinearBackbone=DLinear, Residual Correction=None2025.120.38180.3911
TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.120.40510.41
TimesNetBackbone=TimesNet, Residual Correction=None2025.120.42220.4142