Heart Failure
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Heart Failure 80% (train) | VI62.1 | 8 | |
| Classification | Heart Failure UCI (test 20%) | VI5.1 | 8 | |
| Downstream ML Utility | Heart Failure | F1-score100 | 8 | |
| Tabular Synthetic Data Generation | Heart Failure | KS Statistic0.022 | 8 | |
| Tabular Data Generation | Heart Failure | Peak Memory (GB)2.2 | 7 | |
| Binary Classification | Heart Failure (test) | Macro F1 Score77.5 | 5 | |
| Tabular Data Synthesis | Heart Failure | Utility (F1)100 | 3 | |
| Patient Retrieval | Heart Failure on Carvedilol cohort | Top-1 Accuracy13.9 | 2 |
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