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Time Series Classification On Arabicdigits

Metrics

Accuracy

Results

Performance results of various models on this benchmark

		Paper Title	Repository
ConvTran	0.9945	Improving Position Encoding of Transformers for Multivariate Time Series Classification
GP-Sig-GRU	0.994	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
FCN-SNLST	0.993	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-Sig-LSTM	0.992	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
MALSTM-FCN	0.99	Multivariate LSTM-FCNs for Time Series Classification
GP-GRU	0.986	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-LSTM	0.985	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-KConv1D	0.984	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig	0.979	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
SNLST	0.968	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections

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Time Series Classification On Arabicdigits | SOTA | HyperAI