Metric: MAE (lower is better)
| # | Model↕ | MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | xPatch | 0.315 | No | xPatch: Dual-Stream Time Series Forecasting with... | 2024-12-23 | Code |
| 2 | SegRNN | 0.32 | No | SegRNN: Segment Recurrent Neural Network for Lon... | 2023-08-22 | Code |
| 3 | TSMixer | 0.333 | No | TSMixer: Lightweight MLP-Mixer Model for Multiva... | 2023-06-14 | Code |
| 4 | RLinear | 0.339 | No | Revisiting Long-term Time Series Forecasting: An... | 2023-05-18 | Code |
| 5 | TEFN | 0.344 | No | Time Evidence Fusion Network: Multi-source View ... | 2024-05-10 | Code |