Time Series Classification on Wafer

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	R_DST_Ensemble	0.9999513303049968	No	Random Dilated Shapelet Transform: A New Approac...	2021-09-28	Code
2	GP-GRU	0.994	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	MALSTM-FCN	0.99	No	Multivariate LSTM-FCNs for Time Series Classific...	2018-01-14	Code
4	FCN-SNLST	0.989	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
5	GP-Sig-LSTM	0.988	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-KConv1D	0.984	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
7	SNLST	0.981	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
8	GP-Sig-GRU	0.978	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
9	GP-LSTM	0.966	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
10	GP-Sig	0.965	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code