Paper | Code | MSE | MAE | ModelName | ReleaseDate |
---|---|---|---|---|---|
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | ✓ Link | 0.041 | 0.154 | SCINet | 2021-06-17 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.0721 | 0.2118 | QuerySelector | 2021-07-19 |
Long-term series forecasting with Query Selector -- efficient model of sparse attention | ✓ Link | 0.074 | 0.2144 | Transformer | 2021-07-19 |
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | ✓ Link | 0.129 | 0.274 | Informer | 2020-12-14 |