ECG200
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Generation | ECG200 (70% drop) | DS0.39 | 8 | |
| Time Series Generation | ECG200 (50% drop) | DS Score0.25 | 8 | |
| Continuous Time Series Generation | ECG200 70% missing | MIR Score0.8364 | 8 | |
| Continuous Time Series Generation | ECG200 50% missing | MIR0.8163 | 8 | |
| Continuous Time Series Generation | ECG200 30% missing | MIR76.92 | 8 | |
| Global counterfactual explanation selection for time-series clustering | ECG200 | Effectiveness59.8 | 6 | |
| Local Counterfactual Explanation | ECG200 | Effectiveness100 | 5 | |
| Functional Classification | ECG200 (10-fold cross-val) | F1 Score0.92 | 5 | |
| Time Series Classification | ECG200 (test) | Accuracy87.1 | 5 | |
| 2-class segmentation | ECG200 | Precision99.925 | 3 | |
| Time Series Chain Discovery | ECG200 | Hit Rate21 | 3 | |
| Classification | ECG200 UCR archive (test) | AUC88.11 | 2 |
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