Time Series Forecasting On Etth1 48 1
Metrics
MAE
MSE
Results
Performance results of various models on this benchmark
Model Name | MAE | MSE | Paper Title | Repository |
|---|---|---|---|---|
| SCINet | 0.388 | 0.361 | SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | |
| Transformer | 0.4968 | 0.4668 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
| QuerySelector | 0.4878 | 0.4581 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
| Informer | 0.563 | 0.551 | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting |
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