Time Series Forecasting On Etth1 24 2
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
| Paper Title | Repository | |||
|---|---|---|---|---|
| Transformer | 0.183 | 0.0548 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
| QuerySelector | 0.1616 | 0.0436 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
| Informer | 0.152 | 0.046 | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | |
| SRCNet | 0.129 | - | A New Deep Learning Architecture withInductive Bias Balance for Transformer Oil Temperature Forecasting | - |
| SCINet | 0.127 | 0.029 | SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction |
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