Time Series Forecasting On Electricity 192
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 |
|---|---|---|---|---|
| CycleNet | 0.237 | 0.144 | CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns | |
| TEFN | 0.276 | 0.197 | Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting | |
| PatchTST/64 | - | 0.147 | A Time Series is Worth 64 Words: Long-term Forecasting with Transformers | |
| DLinear | - | 0.153 | Are Transformers Effective for Time Series Forecasting? | |
| xPatch | 0.232 | 0.140 | xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | |
| PRformer | - | 0.148 | PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting | |
| DiPE-Linear | - | 0.148 | Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting | |
| MoLE-DLinear | - | 0.147 | Mixture-of-Linear-Experts for Long-term Time Series Forecasting |
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