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Time Series Classification On Arabicdigits

评估指标

Accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称
Accuracy
Paper TitleRepository
SNLST0.968Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
MALSTM-FCN0.99Multivariate LSTM-FCNs for Time Series Classification
GP-KConv1D0.984Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
FCN-SNLST0.993Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-LSTM0.985Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-GRU0.994Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-GRU0.986Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig0.979Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-LSTM0.992Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
ConvTran0.9945Improving Position Encoding of Transformers for Multivariate Time Series Classification
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