Time Series Forecasting On Etth1 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 |
---|---|---|---|---|
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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