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HyperAI超神经

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

			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