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Papers Benchmarks Datasets Tasks

bodyfat dataset and benchmarks · SOTA2 Research

Research Datasets

bodyfat

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Counterfactual Explanation Generation

bodyfat

100Validity

20

Counterfactual Explanation Diversity

bodyfat

4.8Diversity

12

bodyfat (test)

0MSE

9

Counterfactual Explanation

bodyfat

2.5Proximity Score

5

Faithfulness under retraining

Bodyfat

0.606AURC

5

Instance attribution explanation

Bodyfat (test)

0.02Wall-clock Time (seconds)

4

Outlier Explanation

bodyfat

0.002Average Run Time (s)

4

Target sensitivity estimation

Bodyfat (test)

1Pearson Correlation Coefficient (r)

3

Popular tasks

Regression Outlier Explanation Counterfactual Explanation Generation Counterfactual Explanation Faithfulness under retraining

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