Paper | Code | MSE | MAE | ModelName | ReleaseDate |
---|---|---|---|---|---|
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | ✓ Link | 0.071 | 0.21 | SCINet | 2021-06-17 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.0935 | 0.2371 | QuerySelector | 2021-07-19 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.1049 | 0.2539 | Transformer | 2021-07-19 |
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | ✓ Link | 0.183 | 0.337 | Informer | 2020-12-14 |