Time Series Forecasting On Etth1 168 1
Metrics
MAE
MSE
Results
Performance results of various models on this benchmark
Model Name | MAE | MSE | Paper Title | Repository |
|---|---|---|---|---|
| Informer | 0.722 | 0.878 | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | |
| Transformer | 0.6325 | 0.7146 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
| QuerySelector | 0.6088 | 0.6835 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
| SCINet | 0.417 | 0.408 | SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction |
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