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Time Series Classification On Ecg

Metrics

Accuracy

Results

Performance results of various models on this benchmark

Model Name
Accuracy
Paper TitleRepository
SNLST0.842Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-KConv1D0.760Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
MALSTM-FCN0.86Multivariate LSTM-FCNs for Time Series Classification
GP-LSTM0.782Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-GRU0.734Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-LSTM0.816Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-GRU0.832Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig0.848Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
FCN-SNLST0.860Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
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