HyperAI超神经

首页资讯最新论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Time Series Forecasting On Ettm1 96 1

评估指标

MSE

评测结果

各个模型在此基准测试上的表现结果

模型名称	MSE	Paper Title	Repository
DiPE-Linear	0.309	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
SCNN	0.287	Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting
LTBoost (drop_last=false)	0.277	LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting
MoLE-DLinear	0.286	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
PRformer	0.278	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
RLinear	0.301	Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
TEFN	0.343	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting	-
TSMixer	0.291	TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting	-
xPatch	0.275	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition

0 of 9 row(s) selected.