Time Series Classification on AUSLAN

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	FCN-SNLST	0.993	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
2	GP-Sig-LSTM	0.983	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
3	GP-Sig-GRU	0.978	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
4	SNLST	0.969	No	Seq2Tens: An Efficient Representation of Sequenc...	2020-06-12	Code
5	MALSTM-FCN	0.96	No	Multivariate LSTM-FCNs for Time Series Classific...	2018-01-14	Code
6	GP-GRU	0.949	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
7	GP-Sig	0.925	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
8	GP-LSTM	0.88	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code
9	GP-KConv1D	0.784	No	Bayesian Learning from Sequential Data using Gau...	2019-06-19	Code

#1FCN-SNLSTSOTA
0.993
Accuracy· 2020-06-12
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections Code
#2GP-Sig-LSTMSOTA
0.983
Accuracy· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#3GP-Sig-GRU
0.978
Accuracy· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#4SNLST
0.969
Accuracy· 2020-06-12
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections Code
#5MALSTM-FCNSOTA
0.96
Accuracy· 2018-01-14
Multivariate LSTM-FCNs for Time Series Classification Code
#6GP-GRU
0.949
Accuracy· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#7GP-Sig
0.925
Accuracy· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#8GP-LSTM
0.88
Accuracy· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code
#9GP-KConv1D
0.784
Accuracy· 2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Code