Counterfactual Explanation Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100Validity
12
May 29, 2026
1Validity
12
May 29, 2026
1Validity
12
May 29, 2026
100Validity
12
May 29, 2026
70.163Val Score
8
Jul 7, 2026
1.1Average Euclidean Distance
7
May 29, 2026
1Average Euclidean Distance
7
May 29, 2026
1.22Avg Euclidean Distance
7
May 29, 2026
1.7Average Euclidean Distance
7
May 29, 2026
1.1Average Euclidean Distance
7
May 29, 2026
1.2Avg Euclidean Distance
7
May 29, 2026
1Average Euclidean Distance
7
May 29, 2026
96Validity
7
Feb 26, 2026
98Validity
7
Feb 26, 2026
94Validity
7
Feb 26, 2026
1.8Average Euclidean Distance
6
May 29, 2026
2.1Avg Euclidean Distance
6
May 29, 2026
1.2Average Euclidean Distance
6
May 29, 2026
1.02Average Euclidean Distance
6
May 29, 2026
3.8Average Euclidean Distance
6
May 29, 2026
0.8Average Euclidean Distance
6
May 29, 2026
1.3Average Euclidean Distance
6
May 29, 2026
1.1Average Euclidean Distance
6
May 29, 2026
2.4Average Euclidean Distance
6
May 29, 2026
87.6Sparsity
6
Feb 26, 2026