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Multivariate Time Series Classification research benchmarks – Page 3 · SOTA2 Research

Multivariate Time Series Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Japanese Vowels (test)

100Accuracy

14

Feb 26, 2026

0.997Accuracy

13

Feb 26, 2026

100Accuracy

13

Feb 26, 2026

KICK VS PUNCH (test)

100Accuracy

13

Feb 26, 2026

89.2Accuracy

13

Feb 26, 2026

DIGITSHAPES (test)

100Accuracy

13

Feb 26, 2026

CHAR. TRAJ. (test)

99.5Accuracy

13

Feb 26, 2026

99.6Accuracy

13

Feb 26, 2026

Character Traject

100Accuracy

13

Feb 26, 2026

71Accuracy

13

Feb 26, 2026

96Accuracy

13

Feb 26, 2026

90Accuracy

13

Feb 26, 2026

83Accuracy

13

Feb 26, 2026

96Accuracy

13

Feb 26, 2026

100Accuracy

13

Feb 26, 2026

99.7Accuracy

13

Feb 26, 2026

98Accuracy

13

Feb 26, 2026

100Accuracy

13

Feb 26, 2026

93Accuracy

13

Feb 26, 2026

100Accuracy

13

Feb 26, 2026

94.66Accuracy

12

Feb 26, 2026

100Accuracy

12

Feb 26, 2026

58.33Accuracy

12

Feb 26, 2026

77.19Accuracy

12

Feb 26, 2026

0.643Accuracy

12

Feb 26, 2026

Page 3 of 7

Popular datasets

UEA Robot Failure UEA multivariate time-series archive Japanese Vowels LIBRAS

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