Time Series Forecasting On Etth2 168 1
评估指标
MAE
MSE
评测结果
各个模型在此基准测试上的表现结果
模型名称 | MAE | MSE | Paper Title | Repository |
|---|---|---|---|---|
| SCINet | 0.38 | 0.342 | SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | |
| QuerySelector | 1.0125 | 1.7385 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
| Transformer | 0.9726 | 1.6225 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
| Informer | 0.996 | 1.512 | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting |
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