Paper | Code | MSE | MAE | ModelName | ReleaseDate |
---|---|---|---|---|---|
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | ✓ Link | 0.408 | 0.417 | SCINet | 2021-06-17 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.6835 | 0.6088 | QuerySelector | 2021-07-19 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.7146 | 0.6325 | Transformer | 2021-07-19 |
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | ✓ Link | 0.878 | 0.722 | Informer | 2020-12-14 |