OpenCodePapers

time-series-classification-on-kickvspunch

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	1		MALSTM-FCN	2018-01-14
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	1		SNLST	2020-06-12
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	1		FCN-SNLST	2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.900	0.224	GP-Sig	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.900	0.301	GP-Sig-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.820	0.493	GP-Sig-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.700	0.662	GP-KConv1D	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.620	0.696	GP-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.600	0.674	GP-GRU	2019-06-19