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Time Series Classification On Ecg

Metriken

Accuracy

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	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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