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ResearchFormerly WizWand

Time Series Forecasting on ETTh1 Horizon 96 (test)

0.352MSEScatterFusion
0.348120.374310.40050.42669Dec 27, 2025Jan 19, 2026Feb 12, 2026Mar 8, 2026Mar 31, 2026Apr 24, 2026May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ScatterFusionPrediction Horizon=962026.010.3520.397
L-Drive2026.050.3680.393
CrossLinear2026.050.3740.393
FilterTS2026.050.3740.391
FEDformerPrediction Horizon=962026.010.3760.419
TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.120.3790.3989
PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.120.3790.3898
PatchTSTBackbone=PatchTST, Residual Correction=None2025.120.37920.3988
TimeXerBackbone=TimeXer, Residual Correction=None2025.120.38180.4029
WFTNetPrediction Horizon=962026.010.3820.401
TimeXer2026.050.3820.403
ETSformerPrediction Horizon=962026.010.3830.417
TimesNetPrediction Horizon=962026.010.3840.402
TimesNet2026.050.3840.402
DLinearPrediction Horizon=962026.010.3860.4
DLinear2026.050.3860.4
DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.120.38730.4099
PatchMLP2026.050.3910.403
iTransformer2026.050.3940.409
DLinearBackbone=DLinear, Residual Correction=None2025.120.39620.4108
TimesNetBackbone=TimesNet, Residual Correction=None2025.120.39840.4163
TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.120.39860.4152
PatchTSTPrediction Horizon=962026.010.4140.419
PatchTST2026.050.4140.419
InformerPrediction Horizon=962026.010.4370.462
AutoformerPrediction Horizon=962026.010.4490.459