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ECG5000 dataset and benchmarks · SOTA2 Research

Research Datasets

ECG5000

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time Series Classification

ECG5000 (UCR)

97.9Accuracy

20

Time Series Classification

ECG5000 (test)

94.3Accuracy

8

Global Counterfactual Summary for Time-Series Clustering

ECG5000 UCR Archive

75.7Effectiveness

6

Local Counterfactual Generation

ECG5000 UCR

100Effectiveness

5

Time Series Classification

ECG5000 binary

97.9Accuracy

5

Time Series Forecasting

ECG5000 UCR archive (test)

23MSE

4

Time Series Chain Discovery

ECG5000

21Hit Rate

3

Time-series restoration

ECG5000

0.075RMSE

2

ECG5000 (test)

0.999ROC-AUC

2

Popular tasks

Time-series classification Classification Time Series Forecasting Time Series Chain Discovery Global Counterfactual Summary for Time-Series Clustering

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