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HyperAI超神经

Time Series Classification On Eigenworms

评估指标

% Test Accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称	% Test Accuracy	Paper Title	Repository
IndRNN	49.7	UnICORNN: A recurrent model for learning very long time dependencies	-
TSEM	42	TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series	-
NRDE	83.8	Neural Rough Differential Equations for Long Time Series	-
LEM	92.3	Long Expressive Memory for Sequence Modeling	-
coRNN	86.7	UnICORNN: A recurrent model for learning very long time dependencies	-
UnICORNN	90.3	UnICORNN: A recurrent model for learning very long time dependencies	-
GRU	82.1	Parallelizing non-linear sequential models over the sequence length	-
expRNN	40.0	UnICORNN: A recurrent model for learning very long time dependencies	-

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Time Series Classification On Eigenworms | SOTA | HyperAI超神经