OpenCodePapers

time-series-classification-on-pems

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	0.857		FCN-SNLST	2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.820	0.520	GP-Sig	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.794	0.537	GP-KConv1D	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.775	1.100	GP-Sig-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.769	0.784	GP-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.763	0.704	GP-Sig-LSTM	2019-06-19
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.747		SNLST	2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.745	1.194	GP-LSTM	2019-06-19