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ResearchFormerly WizWand

Long-term forecasting on ETTm1 T=720

0.39MSETimeMixer
0.38160.43830.4950.5517Jun 6, 2024Oct 1, 2024Jan 26, 2025May 24, 2025Sep 18, 2025Jan 13, 2026May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TimeMixerLookback window=96, Prediction length=7202026.040.390.404
PhaseformerInput sequence length=7202026.050.4120.41
TimeBaseInput sequence length=7202026.050.4130.414
TimeMixerPrediction Length (T)=7202024.060.4150.417
DLinearLookback window=96, Prediction length=7202026.040.4150.415
PatchTSTPrediction Length (T)=7202024.060.4160.42
LeapTSInput sequence length=7202026.050.4170.419
FITSInput sequence length=7202026.050.4170.417
SparseTSFInput sequence length=7202026.050.4190.413
PatchTSTInput sequence length=7202026.050.420.421
AMDPrediction Length (T)=7202024.060.4210.416
DLinearPrediction Length (T)=7202024.060.4250.421
MTS-MixersPrediction Length (T)=7202024.060.4270.432
iTransformerInput sequence length=7202026.050.4370.439
FEDformerPrediction Length (T)=7202024.060.4460.458
TriTSLookback window=96, Prediction length=7202026.040.4470.428
WPMixerLookback window=96, Prediction length=7202026.040.450.441
TimeMixerInput sequence length=7202026.050.4520.457
MICNPrediction Length (T)=7202024.060.4590.464
VisionTSLookback window=96, Prediction length=7202026.040.4610.442
FEDformerInput sequence length=7202026.050.4620.479
VisionTS++Lookback window=96, Prediction length=7202026.040.4630.448
FDNetLookback window=96, Prediction length=7202026.040.4650.44
PatchTSTLookback window=96, Prediction length=7202026.040.4750.453
TimesNetPrediction Length (T)=7202024.060.4780.45
iTransformerLookback window=96, Prediction length=7202026.040.4860.456
iTransformerPrediction Length (T)=7202024.060.4910.459
CrossformerInput sequence length=7202026.050.5320.512
CrossformerPrediction Length (T)=7202024.060.60.547