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Time-Series Segmentation research benchmarks · SOTA2 Research

Time-Series Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.583F-score

5

Feb 26, 2026

58.21F-score

5

Feb 26, 2026

74.67F1 Score

5

Feb 26, 2026

Hand Gesture (test)

62.09F-score

5

Feb 26, 2026

0.955F-score

5

Feb 26, 2026

100F-score

5

Feb 26, 2026

64.1F-score

4

Feb 26, 2026

Symbols 4 segments

Proposed method

99.826Precision

3

Feb 26, 2026

SwedishLeaf 4 segments

Proposed method

99.81Precision

3

Feb 26, 2026

ProximalPhalanxTW 4 segments

99.133Precision

3

Feb 26, 2026

Mallat 4 segments

99.376Precision

3

Feb 26, 2026

InsectWingbeatSound 4 segments

Proposed method

99.616Precision

3

Feb 26, 2026

FiftyWords 4 segments

99.677Precision

3

Feb 26, 2026

FaceFour 4 segments

Proposed method

99.862Precision

3

Feb 26, 2026

Proposed method

99.547Precision

3

Feb 26, 2026

Adiac 4 segments

Proposed method

100Precision

3

Feb 26, 2026

dancing bees K=2

91Accuracy

3

Feb 26, 2026

73Accuracy

3

Feb 26, 2026

98Accuracy

3

Feb 26, 2026

0.97Accuracy

3

Feb 26, 2026

Popular datasets

dancing bees Emotion PAMAP RFID Hand Gesture

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