Time Series Classification on DigitShapes

Metric: NLL (higher is better)

LeaderboardDataset

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#	Model↕	NLL▼	Extra Data	Paper	Date↕	Code
1	GP-GRU	0.727	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
2	GP-Sig-GRU	0.035	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	GP-KConv1D	0.035	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	GP-Sig	0.021	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
5	GP-LSTM	0.013	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-Sig-LSTM	0.008	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code

#1GP-GRUSOTA
0.727
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#2GP-Sig-GRU
0.035
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#3GP-KConv1D
0.035
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#4GP-Sig
0.021
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#5GP-LSTM
0.013
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#6GP-Sig-LSTM
0.008
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code