Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Diabetes dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Diabetes

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Tabular Classification

diabetes 37 (test)

23.4Test Error

15

Sparse Feature Selection

Diabetes (test)

81F1-score

14

Counterfactual Explanation Diversity

diabetes numeric

1.4Diversity

14

Tabular Classification with Feature Selection

Diabetes

62.63Accuracy

14

Data Imputation

Diabetes

63.18Accuracy

14

Dynamic Feature Selection

Diabetes 5-fold CV

62.81AUAC-F1

13

diabetes

80.1Performance

13

AUC maximization

diabetes (test)

81.3AUC

13

Conversational XAI

diabetes

81Faithfulness

12

Prototype Fidelity Evaluation

Diabetes (test)

95.5Fidelity

12

Partial Dependence Plot (PDP) Calculation

diabetes

0.02Running Time (s)

12

Diabetes 25% held-out (test)

76Accuracy

12

diabetes (val)

85.2AUROC (%)

12

Explanation Regularity

Diabetes

97.8Regularity

11

Explanation Fidelity Estimation

Diabetes

0.92Fidelity (R2 Score)

11

Explanation Stability

Diabetes

100Stability

11

Privacy Evaluation

Diabetes

0DCR (005)

11

diabetes

0.811ROC AUC

11

Algorithmic Recourse

Diabetes

100Validity

10

Decision Reversal Sensitivity Analysis

Diabetes experiment Covariate distributions pX

0Worst-case Sensitivity

10

Diabetes real (test)

0.991AUC

10

Tabular Data Synthesis

Diabetes

1Rank

10

Binary Classification

Diabetes TabArena v0.1 (test)

84.6ROC AUC

10

Diabetes

0.488MSE

10

Tabular Classification

Diabetes OOD (test)

83.1Accuracy

9

Page 2 of 7

Popular tasks

Classification Regression Tabular Data Generation Tabular Classification Counterfactual Explanation

Follow for updates

Join SOTA2 Contact