Time Series Classification on JapaneseVowels

Metric: Accuracy (higher is better)

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Results

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	MALSTM-FCN	0.99	No	Multivariate LSTM-FCNs for Time Series Classific...	2018-01-14	Code
2	ConvTran	0.9891	No	Improving Position Encoding of Transformers for ...	2023-05-26	Code
3	GP-GRU	0.986	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	GP-KConv1D	0.986	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
5	GP-Sig-GRU	0.985	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-LSTM	0.982	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
7	GP-Sig	0.982	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
8	GP-Sig-LSTM	0.981	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
9	FCN-SNLST	0.98	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
10	SNLST	0.979	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code