| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| GG-SSMs: Graph-Generating State Space Models | 0.4039 | 0.4434 | GG-SSM | 2024-12-17 | |
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.407 | 0.427 | xPatch | 2024-12-23 |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.412 | 0.434 | TimeMixer | 2024-05-23 |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.427 | 0.445 | iTransformer | 2023-10-10 |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.432 | 0.455 | SegRNN | 2023-08-22 |