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Papers Benchmarks Datasets Tasks

Lightning dataset and benchmarks · SOTA2 Research

Research Datasets

Lightning

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Global Counterfactual Summary for Time-Series Clustering

Lightning7

60.5Effectiveness

6

Local Counterfactual Generation

Lightning7 UCR

100Effectiveness

5

Time Series Classification

Lightning2 (test)

80.9Accuracy

5

Lightning7

99.543Precision

3

2-class segmentation

Lightning 2

99.587Precision

3

Time Series Chain Discovery

Lightning7

30Hit Rate

3

Popular tasks

Classification Time-series classification Time Series Chain Discovery 2-class segmentation Global Counterfactual Summary for Time-Series Clustering

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