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Multivariate Time Series Classification research benchmarks – Page 5 · SOTA2 Research

Multivariate Time Series Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UEA Multivariate Time-series Archive EP

95.89Accuracy

5

May 13, 2026

UEA Multivariate Time-series Archive CT

98.82Accuracy

5

May 13, 2026

UEA 90% missing rate (test)

0.345Accuracy

5

Feb 26, 2026

UEA 60% missing rate (test)

41.1Accuracy

5

Feb 26, 2026

15Baseline Wins

5

Feb 26, 2026

81.5Accuracy

5

Feb 26, 2026

99.96Accuracy

5

Feb 26, 2026

79.63Accuracy

5

Feb 26, 2026

Japanese Vowels

100Accuracy

5

Feb 26, 2026

0.8Accuracy

5

Feb 26, 2026

53.53Accuracy

5

Feb 26, 2026

0.913Accuracy

5

Feb 26, 2026

65.63Accuracy

5

Feb 26, 2026

99.72Accuracy

5

Feb 26, 2026

97.5Accuracy

5

Feb 26, 2026

98Accuracy

5

Feb 26, 2026

84.62Accuracy

5

Feb 26, 2026

98.55Accuracy

5

Feb 26, 2026

0.663Accuracy

5

Feb 26, 2026

75.42Accuracy

5

Feb 26, 2026

77Precision

4

Mar 10, 2026

99.33Articulary Word Recognition Accuracy

4

Mar 4, 2026

96.82Accuracy

4

Feb 26, 2026

EEG2 UCI (test)

99.1Accuracy

4

Feb 26, 2026

Daily Sport UCI (test)

99.65Accuracy

4

Feb 26, 2026

Page 5 of 7

Popular datasets

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

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