Paper | Code | MSE | MAE | ModelName | ReleaseDate |
---|---|---|---|---|---|
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | ✓ Link | 0.029 | 0.127 | SCINet | 2021-06-17 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.0436 | 0.1616 | QuerySelector | 2021-07-19 |
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | ✓ Link | 0.046 | 0.152 | Informer | 2020-12-14 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.0548 | 0.183 | Transformer | 2021-07-19 |
A New Deep Learning Architecture withInductive Bias Balance for Transformer Oil Temperature Forecasting | ✓ Link | 0.129 | SRCNet | 2023-05-28 |