| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.16 | 0.248 | xPatch | 2024-12-23 |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.162 | 0.253 | iTransformer | 2023-10-10 |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.164 | 0.258 | SegRNN | 2023-08-22 |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.166 | 0.256 | TimeMixer | 2024-05-23 |
| Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting | ✓ Link | 0.222 | 0.334 | Autoformer | 2021-06-24 |