Saheart
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Binary Classification | saheart | F1-score82.3 | 21 | |
| Classification | saheart 25% label noise (test) | Accuracy74.3 | 14 | |
| Classification | saheart | Balanced Accuracy Improvement4.8 | 8 | |
| Data Synthesis | saheart | MMD0.054 | 8 | |
| Binary Classification | saheart 25% label noise | Mean F1-Score82.2 | 7 | |
| Binary classification | saheart UCI (test) | Accuracy74.9 | 7 | |
| Classification | saheart 25% feature noise (test) | F1-score82.2 | 7 | |
| Binary Classification | saheart 25% feature noise (test) | Accuracy74.7 | 7 | |
| Binary Classification | saheart 0% noise | Accuracy75.1 | 7 | |
| Binary Classification | saheart 25% feature noise | F1 Score82.3 | 7 | |
| Classification | Saheart (5-fold cross-validation) | Accuracy84.74 | 7 | |
| Classification | Saheart | Accuracy54.8 | 4 | |
| Classification | Saheart FNS | Accuracy62.3 | 4 | |
| Classification | Saheart (test) | Accuracy (FNS)62.3 | 4 |
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