Time Series Forecasting On Ettm2 720 1
評価指標
MAE
MSE
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | MAE | MSE | Paper Title | Repository |
|---|---|---|---|---|
| TEFN | 0.398 | 0.407 | Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting | |
| MoLE-DLinear | - | 0.399 | Mixture-of-Linear-Experts for Long-term Time Series Forecasting | |
| LTBoost (drop_last=false) | 0.375 | 0.349 | LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting | - |
| RLinear | 0.385 | 0.366 | Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping | |
| TSMixer | 0.38 | 0.358 | TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting | |
| PRformer | - | 0.359 | PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting | |
| xPatch | 0.363 | 0.338 | xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | |
| DiPE-Linear | - | 0.353 | Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting |
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