Time Series Classification on AUSLAN

Metric: NLL (higher is better)

LeaderboardDataset

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#	Model↕	NLL▼	Extra Data	Paper	Date↕	Code
1	GP-KConv1D	1.9	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
2	GP-LSTM	0.65	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	GP-Sig	0.55	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	GP-GRU	0.248	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
5	GP-Sig-GRU	0.123	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-Sig-LSTM	0.106	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code

#1GP-KConv1DSOTA
1.9
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#2GP-LSTM
0.65
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#3GP-Sig
0.55
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#4GP-GRU
0.248
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#5GP-Sig-GRU
0.123
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#6GP-Sig-LSTM
0.106
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code