Time Series Forecasting On Electricity 336
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 |
|---|---|---|---|---|
| GLinear | 0.2582 | 0.1651 | - | - |
| TEFN | 0.292 | 0.212 | Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting | |
| DLinear | - | 0.169 | Are Transformers Effective for Time Series Forecasting? | |
| PatchTST/64 | - | 0.163 | A Time Series is Worth 64 Words: Long-term Forecasting with Transformers | |
| MoLE-DLinear | - | 0.162 | Mixture-of-Linear-Experts for Long-term Time Series Forecasting | |
| PRformer | - | 0.161 | PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting | |
| TSMixer | - | 0.158 | TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting | |
| DiPE-Linear | - | 0.162 | Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting | |
| xPatch | 0.249 | 0.156 | xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition |
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