| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.164 | 0.248 | xPatch | 2024-12-23 |
| GG-SSMs: Graph-Generating State Space Models | 0.1725 | 0.2633 | GG-SSM | 2024-12-17 | |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.173 | 0.255 | SegRNN | 2023-08-22 |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.175 | 0.258 | TimeMixer | 2024-05-23 |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.180 | 0.264 | iTransformer | 2023-10-10 |
| Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting | ✓ Link | 0.255 | 0.339 | Autoformer | 2021-06-24 |