ECG5000
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Classification | ECG5000 (UCR) | Accuracy94.47 | 8 | |
| Global Counterfactual Summary for Time-Series Clustering | ECG5000 UCR Archive | Effectiveness75.7 | 6 | |
| Local Counterfactual Generation | ECG5000 UCR | Effectiveness100 | 5 | |
| Time Series Classification | ECG5000 binary | Accuracy97.9 | 5 | |
| Time Series Classification | ECG5000 (test) | Accuracy94.3 | 5 | |
| Time Series Chain Discovery | ECG5000 | Hit Rate21 | 3 | |
| Classification | ECG5000 (test) | ROC-AUC0.9988 | 2 |
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