Time Series Forecasting On Etth1 24 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 |
---|---|---|---|---|
GLinear | 0.3654 | 0.3142 | - | - |
SCINet | 0.342 | 0.3 | SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | |
Informer | 0.523 | 0.509 | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | |
Transformer | 0.4788 | 0.4496 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
QuerySelector | 0.4627 | 0.4226 | Long-term series forecasting with Query Selector -- efficient model of sparse attention |
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