Time Series Classification on KickvsPunch

Metric: NLL (higher is better)

LeaderboardDataset

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#	Model↕	NLL▼	Extra Data	Paper	Date↕	Code
1	GP-LSTM	0.696	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
2	GP-GRU	0.674	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	GP-KConv1D	0.662	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	GP-Sig-GRU	0.493	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
5	GP-Sig-LSTM	0.301	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-Sig	0.224	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code

#1GP-LSTMSOTA
0.696
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#2GP-GRU
0.674
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#3GP-KConv1D
0.662
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#4GP-Sig-GRU
0.493
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#5GP-Sig-LSTM
0.301
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#6GP-Sig
0.224
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code