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HyperAI超神经

Time Series Classification On Ecg

评估指标

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	Accuracy	Paper Title	Repository
SNLST	0.842	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	-
GP-KConv1D	0.760	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
MALSTM-FCN	0.86	Multivariate LSTM-FCNs for Time Series Classification	-
GP-LSTM	0.782	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
GP-GRU	0.734	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
GP-Sig-LSTM	0.816	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
GP-Sig-GRU	0.832	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
GP-Sig	0.848	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
FCN-SNLST	0.860	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	-

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Time Series Classification On Ecg | SOTA | HyperAI超神经