Time Series Classification on PenDigits

Metric: NLL (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	NLL▼	Extra Data	Paper	Date↕	Code
1	GP-Sig-GRU	0.399	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
2	GP-Sig-LSTM	0.289	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	GP-GRU	0.187	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	GP-LSTM	0.185	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
5	GP-KConv1D	0.181	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
6	GP-Sig	0.146	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code

#1GP-Sig-GRUSOTA
0.399
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#2GP-Sig-LSTM
0.289
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#3GP-GRU
0.187
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#4GP-LSTM
0.185
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#5GP-KConv1D
0.181
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#6GP-Sig
0.146
NLL· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code