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Papers Benchmarks Datasets Tasks

BasicMotions dataset and benchmarks · SOTA2 Research

Research Datasets

BasicMotions

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

BasicMotions 50% Missing

100Accuracy

38

Multivariate Time Series Classification

BasicMotions

100Accuracy

32

BasicMotions (Average)

99.6Accuracy (Average)

18

BasicMotions 70% Missing

100Accuracy

18

BasicMotions (30% Missing)

100Accuracy

18

BasicMotions Regular (0% missingness)

100Accuracy

18

Multivariate Time Series Clustering

BasicMotions (BM)

0.692NMI

12

Time Series Classification

BasicMotions UEA Archive

100Accuracy

3

Time-series Classification

BasicMotions (BM) (test)

100Accuracy

3

Popular tasks

Classification Time-series classification Multivariate Time Series Classification Multivariate Time Series Clustering

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