Time Series Classification on UWave

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	MALSTM-FCN	0.98	No	Multivariate LSTM-FCNs for Time Series Classific...	2018-01-14	Code
2	GP-Sig-LSTM	0.97	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	FCN-SNLST	0.969	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
4	GP-Sig-GRU	0.968	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
5	GP-Sig	0.964	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-KConv1D	0.947	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
7	SNLST	0.938	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
8	GP-LSTM	0.87	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
9	TSEM	0.831	No	TSEM: Temporally Weighted Spatiotemporal Explain...	2022-05-25	Code
10	GP-GRU	0.763	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code