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Papers Benchmarks Datasets Tasks

Diabetes dataset and benchmarks – Page 6 · SOTA2 Research

Research Datasets

Diabetes

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Tabular Data Synthesis

Diabetes

98Utility Score

4

Elastic net regression

Diabetes

10Iterations

4

Decision Tree Rashomon Set Calculation

Diabetes

7.87Runtime

4

Rashomon set approximation

Diabetes-33

1Recall

4

diabetes

83.63Decision Accuracy (Dec.Acc)

4

Joint Partial Dependence Plot (Joint-PDP) Calculation

diabetes

0.1Running Time (s)

4

Ensemble Compression

DIABETES

23Metric S

4

Instance attribution explanation

Diabetes (test)

0.04Wall-clock Time (s)

4

Diabetes

0.34KS

4

Data Imputation

Diabetes

0.3MI (dev)

4

Data Imputation

Diabetes

0.16RMSE

4

Counterfactual Proximity

diabetes

0.29Mean Euclidean Distance

4

Outlier Explanation

diabetes

0.005Avg Run Time (s)

4

Diabetes 10D (test)

0.101Rel. MSE

4

Counterfactual Explanation

Diabetes Continuous

98Robustness (R) Retrain

4

Causal Discovery

Diabetes

76Precision

4

Diabetes

41Balanced Accuracy

3

l2-regularized logistic regression

diabetes

0.006Running Time (s)

3

Diabetes sklearn

0.481R^2

3

Symbolic Distillation

Diabetes

0.399Mean R^2

3

Target sensitivity estimation

Diabetes (test)

1Pearson Correlation Coefficient (r)

3

Local Explanation Generation

Diabetes

0.999Stability

3

DIABETES

0.91R500

3

Outlier Explanation

diabetes numeric

0Average Run Time (s)

3

Diabetes scikit-learn bundled (test)

0.426R2

2

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