| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.23 | 0.291 | xPatch | 2024-12-23 |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.237 | 0.298 | SegRNN | 2023-08-22 |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.237 | 0.299 | TimeMixer | 2024-05-23 |
| GG-SSMs: Graph-Generating State Space Models | 0.2373 | 0.3105 | GG-SSM | 2024-12-17 | |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.250 | 0.309 | iTransformer | 2023-10-10 |
| Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting | ✓ Link | 0.281 | 0.340 | Autoformer | 2021-06-24 |