Sleep
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sleep Stage Scoring | Sleep (test) | F1 Score68.02 | 36 | |
| Time-Series Classification | SLEEP | Accuracy85.22 | 30 | |
| Counterfactual Explanation Generation | sleep | Validity100 | 20 | |
| Time Series Classification | Sleep UEA archive (test) | Accuracy88.2 | 9 | |
| Counterfactual Explanation Diversity | sleep | Diversity Score1.03 | 6 | |
| Counterfactual Explanation Generation | sleep | Average Euclidean Distance1.8 | 6 | |
| Sleep Stage Classification | Sleep | ROC-AUC79.2 | 6 | |
| Time-series forecasting | Sleep | Coverage@90%90.4 | 5 | |
| Counterfactual Explanation | sleep | Proximity Score1.1 | 4 | |
| Counterfactual Generation | sleep | Diversity90 | 3 | |
| Outlier Explanation | sleep | Average Run Time (seconds)0.0007 | 3 |
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