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UCI Heart Disease dataset and benchmarks · SOTA2 Research

Research Datasets

UCI Heart Disease

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

UCI Heart Disease

91.34ROC-AUC

30

Cardiovascular Disease Detection

UCI Heart Disease (5-fold stratified CV)

86.1Accuracy

17

Heart disease prediction

UCI Heart Disease (test)

84.35Accuracy

9

Binary classification

UCI Heart Disease

0.89Full-data UB (AUROC)

7

UCI Heart Disease

20.8FN Rate

6

Harmful shift detection

UCI Heart Disease (UCI-HD) 5-class (test)

1AUC-ROC

6

Popular tasks

Classification Cardiovascular Disease Detection Binary Classification Harmful shift detection Heart disease prediction

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