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HyperAI超神经

Time Series Forecasting On Ettm1 336 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

			Paper Title	Repository
TEFN	0.404	0.414	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
MoLE-DLinear	-	0.38	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
RLinear	0.383	0.37	Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
DiPE-Linear	-	0.367	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
TSMixer	0.385	0.365	TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
PRformer	-	0.362	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
xPatch	0.376	0.355	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
LTBoost (drop_last=false)	0.375	0.349	LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting	-

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Time Series Forecasting On Ettm1 336 1 | SOTA | HyperAI超神经