OpenCodePapers

time-series-classification-on-auslan

Time Series Classification

Results over time

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Leaderboard

Paper	Code	Accuracy	NLL	ModelName	ReleaseDate
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.993		FCN-SNLST	2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.983	0.106	GP-Sig-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.978	0.123	GP-Sig-GRU	2019-06-19
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.969		SNLST	2020-06-12
Multivariate LSTM-FCNs for Time Series Classification	✓ Link	0.96		MALSTM-FCN	2018-01-14
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.949	0.248	GP-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.925	0.550	GP-Sig	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.880	0.650	GP-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.784	1.900	GP-KConv1D	2019-06-19