Time Series Forecasting On Ettm1 720 1

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Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

			Paper Title
TEFN	0.438	0.475	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
MoLE-DLinear	-	0.447	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
PRformer	-	0.426	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
RLinear	0.414	0.425	Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
xPatch	0.411	0.419	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
TSMixer	0.413	0.416	TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
DiPE-Linear	-	0.416	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
LTBoost (drop_last=false)	0.405	0.403	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 720 1 | SOTA | HyperAI