HyperAI超神经

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HyperAI超神经

Time Series Forecasting On Electricity 720

评估指标

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	MSE	Paper Title	Repository
MoLE-RMLP	0.178	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
PatchTST/64	0.197	A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
PRformer	0.185	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
MoLE-DLinear	0.18	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
xPatch	0.190	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
TEFN	0.253	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting	-
DiPE-Linear	0.198	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
DLinear	0.203	Are Transformers Effective for Time Series Forecasting?

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