| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.216 | 0.298 | xPatch | 2024-12-23 |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.218 | 0.313 | SegRNN | 2023-08-22 |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.225 | 0.317 | iTransformer | 2023-10-10 |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.225 | 0.310 | TimeMixer | 2024-05-23 |
| Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting | ✓ Link | 0.254 | 0.361 | Autoformer | 2021-06-24 |