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ResearchFormerly WizWand

Distributional Counterfactual Explanations

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

German Credit tabular (Diff.)

0.018OT Cost (x)

5

Mar 18, 2026

HELOC Diff. tabular

0.001OT Cost (x)

5

Mar 18, 2026

COMPAS tabular (Diff.)

0.022OT Distance (x)

5

Mar 18, 2026

German Credit Non-diff.

0.003OT Cost (x)

4

Mar 18, 2026

HELOC tabular (Non-diff.)

0.001OT(x) Distance

4

Mar 18, 2026

COMPAS Non-diff. tabular

0.017OT(x)

4

Mar 18, 2026