Paper | Code | MSE | MAE | ModelName | ReleaseDate |
---|---|---|---|---|---|
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | ✓ Link | 0.3 | 0.342 | SCINet | 2021-06-17 |
[]() | 0.3142 | 0.3654 | GLinear | ||
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.4226 | 0.4627 | QuerySelector | 2021-07-19 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.4496 | 0.4788 | Transformer | 2021-07-19 |
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | ✓ Link | 0.509 | 0.523 | Informer | 2020-12-14 |