Time Series Forecasting On Etth2 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 |
---|---|---|---|---|
Informer | 0.523 | 0.446 | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | |
SCINet | 0.263 | 0.18 | SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | |
QuerySelector | 0.4864 | 0.4124 | Long-term series forecasting with Query Selector -- efficient model of sparse attention | |
Transformer | 0.5013 | 0.4237 | Long-term series forecasting with Query Selector -- efficient model of sparse attention |
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