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SOTA
时间序列预测
Time Series Forecasting On Electricity 192
Time Series Forecasting On Electricity 192
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
Columns
模型名称
MAE
MSE
Paper Title
Repository
TEFN
0.276
0.197
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
DLinear
-
0.153
Are Transformers Effective for Time Series Forecasting?
PRformer
-
0.148
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
DiPE-Linear
-
0.148
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
PatchTST/64
-
0.147
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
MoLE-DLinear
-
0.147
Mixture-of-Linear-Experts for Long-term Time Series Forecasting
CycleNet
0.237
0.144
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns
xPatch
0.232
0.140
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
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Time Series Forecasting On Electricity 192 | SOTA | HyperAI超神经