Metric: MSE (lower is better)
| # | Model↕ | MSE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SCINet | 0.3 | Yes | SCINet: Time Series Modeling and Forecasting wit... | 2021-06-17 | Code |
| 2 | GLinear | 0.3142 | No | Bridging Simplicity and Sophistication using GLi... | 2025-01-02 | Code |
| 3 | GLinear | 0.3142 | No | Bridging Simplicity and Sophistication using GLi... | 2025-01-02 | Code |
| 4 | QuerySelector | 0.4226 | Yes | Long-term series forecasting with Query Selector... | 2021-07-19 | Code |
| 5 | Transformer | 0.4496 | Yes | Long-term series forecasting with Query Selector... | 2021-07-19 | Code |
| 6 | Informer | 0.509 | Yes | Informer: Beyond Efficient Transformer for Long ... | 2020-12-14 | Code |