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Papers Benchmarks Datasets Tasks

HELOC dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

HELOC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Rashomon set approximation

Heloc 65

100Recall

4

Group-wise counterfactual explanation

HELOC

1Validity

4

Distributional Counterfactual Explanations

HELOC tabular (Non-diff.)

0.001OT(x) Distance

4

Decision Tree Rashomon Set Calculation

Heloc

92.73Runtime

2

Harmful shift detection

HELOC (test)

3,385Generated Shifts Count

2

Decision Tree Rashomon Set Enumeration

Heloc-65

8,955PRAXIS Count

1

HELOC

71.86Sampled Accuracy

1

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Popular tasks

Classification Tabular Data Generation Counterfactual Explanations Distributional Counterfactual Explanations Tabular Classification

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