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ResearchFormerly WizWand

Long-term forecasting on ETTm2 T=336

0.268MSELeapTS
0.254280.346890.43950.53211Jun 6, 2024Oct 1, 2024Jan 26, 2025May 24, 2025Sep 18, 2025Jan 13, 2026May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LeapTSInput sequence length=7202026.050.2680.326
PatchTSTInput sequence length=7202026.050.2680.333
PhaseformerInput sequence length=7202026.050.2690.326
AMDPrediction Length (T)=3362024.060.270.327
TimeBaseInput sequence length=7202026.050.270.328
SparseTSFInput sequence length=7202026.050.2710.33
PatchTSTPrediction Length (T)=3362024.060.2740.329
TimeMixerPrediction Length (T)=3362024.060.2790.33
DLinearPrediction Length (T)=3362024.060.2810.342
MICNPrediction Length (T)=3362024.060.2950.35
MTS-MixersPrediction Length (T)=3362024.060.2970.338
iTransformerInput sequence length=7202026.050.3090.356
iTransformerPrediction Length (T)=3362024.060.3110.348
TimesNetPrediction Length (T)=3362024.060.3210.351
FEDformerPrediction Length (T)=3362024.060.3240.364
FITSInput sequence length=7202026.050.3520.38
TimeMixerInput sequence length=7202026.050.380.412
CrossformerInput sequence length=7202026.050.40.431
FEDformerInput sequence length=7202026.050.4180.452
CrossformerPrediction Length (T)=3362024.060.6110.58