Time Series Classification on SHAPES

Metric: NLL (higher is better)

LeaderboardDataset

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#	Model↕	NLL▼	Extra Data	Paper	Date↕	Code
1	GP-GRU	0.168	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
2	GP-LSTM	0.016	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	GP-Sig-LSTM	0.014	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	GP-Sig-GRU	0.012	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
5	GP-KConv1D	0.012	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-Sig	0.011	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code

#1GP-GRUSOTA
0.168
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#2GP-LSTM
0.016
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#3GP-Sig-LSTM
0.014
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#4GP-Sig-GRU
0.012
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#5GP-KConv1D
0.012
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#6GP-Sig
0.011
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code