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Time Series Forecasting on Rossler

0.0012MSEAFT with Re-encoding
-0.4643522.6781245.82068.963076May 23, 2025Jul 27, 2025Oct 1, 2025Dec 6, 2025Feb 10, 2026Apr 17, 2026Jun 22, 2026

Evaluation results

MethodLinks
AFT with Re-encodingRe-encoding type=Dynamic2026.060.0012——
AFT with Re-encodingRe-encoding type=Periodic2026.060.0014——
AFTRe-encoding type=None2026.060.0055——
Koopman AERe-encoding type=None2026.060.0085——
FERNInput length=336, Prediction horizons=96, 192, 336, 7202025.050.040.110.02
TimeMixerInput length=336, Prediction horizons=96, 192, 336, 7202025.056.011.095.2
PatchTSTInput length=336, Prediction horizons=96, 192, 336, 7202025.058.331.437.25
DLinearInput length=336, Prediction horizons=96, 192, 336, 7202025.0511.641.8210.2