Time Series Forecasting On Ettm2 720 1

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Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

			Paper Title
TEFN	0.398	0.407	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
MoLE-DLinear	-	0.399	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
RLinear	0.385	0.366	Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
PRformer	-	0.359	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
TSMixer	0.38	0.358	TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
DiPE-Linear	-	0.353	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
LTBoost (drop_last=false)	0.375	0.349	LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting
xPatch	0.363	0.338	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition

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Time Series Forecasting On Ettm2 720 1 | SOTA | HyperAI