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Papers Benchmarks Datasets Tasks

Multivariate Time Series Classification research benchmarks – Page 6 · SOTA2 Research

Multivariate Time Series Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UWaveGestureLibrary UEA

86.88Accuracy

2

Apr 2, 2026

SpokenArabicDigits UEA

99.41Accuracy

2

Apr 2, 2026

SelfRegulationSCP2 UEA

58.89Accuracy

2

Apr 2, 2026

83.82Accuracy

2

Apr 2, 2026

JapaneseVowels UEA

98.38Accuracy

2

Apr 2, 2026

78.54Accuracy

2

Apr 2, 2026

FaceDetection UEA

65.83Accuracy

2

Apr 2, 2026

EthanolConcentration UEA

30.42Accuracy

2

Apr 2, 2026

92.77Accuracy

2

Feb 26, 2026

Japanese Vowels

98.91Accuracy

2

Feb 26, 2026

Character Trajec

99.22Accuracy

2

Feb 26, 2026

99.45Accuracy

2

Feb 26, 2026

0.3Relative Inference Time

2

Feb 26, 2026

1Relative Inference Time

2

Feb 26, 2026

1Relative Time

2

Feb 26, 2026

1Relative Execution Time

2

Feb 26, 2026

1Relative Time

2

Feb 26, 2026

Robot Failure LP5

1Relative Inference Time

2

Feb 26, 2026

Robot Failure LP4

1Relative Inference Time

2

Feb 26, 2026

Robot Failure LP3

1Relative Time

2

Feb 26, 2026

Robot Failure LP2

1.2Relative Inference Time Score

2

Feb 26, 2026

Robot Failure LP1

1Relative Time

2

Feb 26, 2026

1Relative Time

2

Feb 26, 2026

0.1Relative Inference Time

2

Feb 26, 2026

Japanese Vowels

1Relative Time

2

Feb 26, 2026

Page 6 of 7

Popular datasets

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

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