Time Series Forecasting On Electricity 96
Metrics
MSE
Results
Performance results of various models on this benchmark
Model Name | MSE | Paper Title | Repository |
|---|---|---|---|
| MoLE-DLinear | 0.131 | Mixture-of-Linear-Experts for Long-term Time Series Forecasting | - |
| TEFN | 0.197 | Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting | - |
| GLinear | 0.1313 | - | - |
| CycleNet | 0.126 | CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns | - |
| DiPE-Linear | 0.132 | Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting | - |
| DLinear | 0.14 | Are Transformers Effective for Time Series Forecasting? | - |
| TSMixer | 0.129 | TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting | - |
| xPatch | 0.126 | xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | - |
| PatchTST/64 | 0.129 | A Time Series is Worth 64 Words: Long-term Forecasting with Transformers | - |
| PRformer | 0.127 | PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting | - |
| MoLE-RMLP | 0.129 | Mixture-of-Linear-Experts for Long-term Time Series Forecasting | - |
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