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Time Series Classification On Uwave

Metriken

Accuracy

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	Accuracy	Paper Title	Repository
SNLST	0.938	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-GRU	0.763	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
FCN-SNLST	0.969	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-LSTM	0.870	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
MALSTM-FCN	0.98	Multivariate LSTM-FCNs for Time Series Classification
GP-KConv1D	0.947	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig	0.964	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-GRU	0.968	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
TSEM	0.831	TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series
GP-Sig-LSTM	0.970	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances

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