OpenCodePapers

time-series-classification-on-arabicdigits

Time Series AnalysisTime Series Classification

Results over time

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Leaderboard

Paper	Code	Accuracy	NLL	ModelName	ReleaseDate
Improving Position Encoding of Transformers for Multivariate Time Series Classification	✓ Link	0.9945		ConvTran	2023-05-26
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.994	0.023	GP-Sig-GRU	2019-06-19
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	0.992	0.047	GP-Sig-LSTM	2019-06-19
Multivariate LSTM-FCNs for Time Series Classification	✓ Link	0.99		MALSTM-FCN	2018-01-14
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.986	0.066	GP-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.985	0.082	GP-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.984	0.050	GP-KConv1D	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.979	0.071	GP-Sig	2019-06-19
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.968		SNLST	2020-06-12