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HyperAI超神经

Time Series Forecasting On Ettm2 192 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
LTBoost (drop_last=false)	0.282	0.210	LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting	-
TSMixer	0.293	-	TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
xPatch	0.280	-	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
MoLE-DLinear	-	-	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
DiPE-Linear	-	-	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
TEFN	0.304	-	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
PRformer	-	-	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
RLinear	0.29	-	Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
SCNN	-	-	Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting

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Time Series Forecasting On Ettm2 192 1 | SOTA | HyperAI超神经