Time Series Classification on ECG

Metric: Accuracy (higher is better)

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Results

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	MALSTM-FCN	0.86	No	Multivariate LSTM-FCNs for Time Series Classific...	2018-01-14	Code
2	FCN-SNLST	0.86	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
3	GP-Sig	0.848	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	SNLST	0.842	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
5	GP-Sig-GRU	0.832	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-Sig-LSTM	0.816	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
7	GP-LSTM	0.782	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
8	GP-KConv1D	0.76	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
9	GP-GRU	0.734	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code