Time Series Forecasting On Ettm1 720 1
المقاييس
MAE
MSE
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
اسم النموذج | MAE | MSE | Paper Title | Repository |
|---|---|---|---|---|
| RLinear | 0.414 | 0.425 | Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping | - |
| TSMixer | 0.413 | 0.416 | TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting | - |
| MoLE-DLinear | - | 0.447 | Mixture-of-Linear-Experts for Long-term Time Series Forecasting | - |
| DiPE-Linear | - | 0.416 | Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting | - |
| PRformer | - | 0.426 | PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting | - |
| xPatch | 0.411 | 0.419 | xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | - |
| TEFN | 0.438 | 0.475 | Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting | - |
| LTBoost (drop_last=false) | 0.405 | 0.403 | LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting |
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