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Counterfactual Explanation research benchmarks – Page 3 · SOTA2 Research

Counterfactual Explanation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.36Validity

7

Mar 5, 2026

67.55Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

COLORS-3 (test)

100Validity

7

Mar 5, 2026

Fingerprint (test)

100Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

32.3Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

91.84Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

65.41Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

81.51Validity

7

Mar 5, 2026

32.3Validity

7

Mar 5, 2026

99.36Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

67.55Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

100Validity

7

Mar 5, 2026

110.799Phi

6

Jul 9, 2026

41.476Phi Score

6

Jul 9, 2026

Wine Quality Red

49.504Phi Score

6

Jul 9, 2026

Page 3 of 5

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