| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.236 | 0.273 | xPatch | 2024-12-23 |
| GG-SSMs: Graph-Generating State Space Models | 0.2458 | 0.2815 | GG-SSM | 2024-12-17 | |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.251 | 0.287 | TimeMixer | 2024-05-23 |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.270 | 0.318 | SegRNN | 2023-08-22 |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.278 | 0.296 | iTransformer | 2023-10-10 |
| Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting | ✓ Link | 0.359 | 0.395 | Autoformer | 2021-06-24 |