OpenCodePapers

time-series-classification-on-libras

Time Series Classification

Results over time

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Leaderboard

Paper	Code	Accuracy	NLL	ModelName	ReleaseDate
Multivariate LSTM-FCNs for Time Series Classification	✓ Link	0.97		MALSTM-FCN	2018-01-14
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.957		FCN-SNLST	2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.923	0.259	GP-Sig	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.921	0.320	GP-Sig-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.899	0.346	GP-Sig-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.776	0.911	GP-LSTM	2019-06-19
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.773		SNLST	2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.742	1.110	GP-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.698	1.608	GP-KConv1D	2019-06-19
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series	✓ Link	0.372		TSEM	2022-05-25