Time Series Classification on JapaneseVowels

Metric: NLL (higher is better)

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#	Model↕	NLL▼	Extra Data	Paper	Date↕	Code
1	GP-Sig-LSTM	0.08	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
2	GP-Sig	0.069	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	GP-KConv1D	0.067	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	GP-LSTM	0.061	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
5	GP-Sig-GRU	0.053	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-GRU	0.052	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code

#1GP-Sig-LSTMSOTA
0.08
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#2GP-Sig
0.069
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#3GP-KConv1D
0.067
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#4GP-LSTM
0.061
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#5GP-Sig-GRU
0.053
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#6GP-GRU
0.052
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code