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SotA/Time Series/Time Series Classification/CharacterTrajectories

Time Series Classification on CharacterTrajectories

Metric: Accuracy (higher is better)

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#Model↕Accuracy▼Extra DataPaperDate↕Code
1MALSTM-FCN1NoMultivariate LSTM-FCNs for Time Series Classific...2018-01-14Code
2FCN-SNLST0.994NoSeq2Tens: An Efficient Representation of Sequenc...2020-06-12Code
3GP-Sig-LSTM0.991NoBayesian Learning from Sequential Data using Gau...2019-06-19Code
4GP-Sig0.979NoBayesian Learning from Sequential Data using Gau...2019-06-19Code
5SNLST0.957NoSeq2Tens: An Efficient Representation of Sequenc...2020-06-12Code
6GP-KConv1D0.941NoBayesian Learning from Sequential Data using Gau...2019-06-19Code
7GP-Sig-GRU0.925NoBayesian Learning from Sequential Data using Gau...2019-06-19Code
8GP-LSTM0.233NoBayesian Learning from Sequential Data using Gau...2019-06-19Code
9GP-GRU0.114NoBayesian Learning from Sequential Data using Gau...2019-06-19Code