Counterfactual Explanation Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1.5L2 Distance
30
May 29, 2026
1.8L2 Error
29
May 29, 2026
0.998R Score
23
Feb 26, 2026
1R
23
Feb 26, 2026
100Validity
20
May 29, 2026
100Validity
20
May 29, 2026
1Validity
20
May 29, 2026
100Validity
20
May 29, 2026
100Validity
20
May 29, 2026
100Validity
20
May 29, 2026
100Validity
20
May 29, 2026
100Validity
20
May 29, 2026
1Validity
20
May 29, 2026
1Validity
20
May 29, 2026
100Validity
20
May 29, 2026
1Validity
20
May 29, 2026
100Validity
20
May 29, 2026
100Validity
20
May 29, 2026
100Validity
20
May 29, 2026
1R
20
Feb 26, 2026
100Validity
19
May 29, 2026
100Validity
17
Jul 9, 2026
100Validity
17
May 12, 2026
1Validity
17
May 29, 2026
100y*_T has top rank (%)
15
Mar 4, 2026