Paper | Code | MSE | MAE | ModelName | ReleaseDate |
---|---|---|---|---|---|
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | ✓ Link | 0.361 | 0.388 | SCINet | 2021-06-17 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.4581 | 0.4878 | QuerySelector | 2021-07-19 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.4668 | 0.4968 | Transformer | 2021-07-19 |
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | ✓ Link | 0.551 | 0.563 | Informer | 2020-12-14 |