| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.178 | 0.269 | iTransformer | 2023-10-10 |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.180 | 0.277 | SegRNN | 2023-08-22 |
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.182 | 0.267 | xPatch | 2024-12-23 |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.185 | 0.277 | TimeMixer | 2024-05-23 |
| Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting | ✓ Link | 0.231 | 0.338 | Autoformer | 2021-06-24 |