| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.233 | 0.3 | xPatch | 2024-12-23 |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.278 | 0.335 | SegRNN | 2023-08-22 |
| GG-SSMs: Graph-Generating State Space Models | 0.2823 | 0.3472 | GG-SSM | 2024-12-17 | |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.289 | 0.341 | TimeMixer | 2024-05-23 |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.297 | 0.349 | iTransformer | 2023-10-10 |