Time Series Classification

Classifying time series patterns.

1
Datasets
3
Results
mean_accuracy
Canonical metric
Canonical Benchmark

UCR Archive

Canonical time-series classification benchmark: a suite of 128 univariate time-series datasets (112-dataset subset commonly used for comparison). Methods are ranked by mean accuracy (and mean rank) across all datasets.

Primary metric: mean_accuracy
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Top 10

Leading models on UCR Archive.

RankModelmean_accuracyYearSource
1
HIVE-COTE 2.0
88.62026paper
2
Hydra + MultiRocket
88.32026paper
3
InceptionTime
85.02026paper

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