| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.156 | 0.249 | xPatch | 2024-12-23 |
| TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting | ✓ Link | 0.158 | TSMixer | 2023-06-14 | |
| PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting | ✓ Link | 0.161 | PRformer | 2024-08-20 | |
| Mixture-of-Linear-Experts for Long-term Time Series Forecasting | ✓ Link | 0.162 | MoLE-DLinear | 2023-12-11 | |
| Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting | ✓ Link | 0.162 | DiPE-Linear | 2024-11-26 | |
| A Time Series is Worth 64 Words: Long-term Forecasting with Transformers | ✓ Link | 0.163 | PatchTST/64 | 2022-11-27 | |
| []() | 0.1651 | 0.2582 | GLinear | ||
| Are Transformers Effective for Time Series Forecasting? | ✓ Link | 0.169 | DLinear | 2022-05-26 | |
| Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting | ✓ Link | 0.212 | 0.292 | TEFN | 2024-05-10 |