Counterfactual Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
86.7SLFR
85
May 13, 2026
93.7SLFR
67
May 13, 2026
83LFR
37
Feb 26, 2026
0.759LFR
37
Feb 26, 2026
0.915LFR
37
Feb 26, 2026
100LFR
37
Feb 26, 2026
29SLFR
29
Feb 26, 2026
98SLFR
29
Feb 26, 2026
97.7Compactness
16
Jun 17, 2026
0.704Compactness
16
Jun 17, 2026
0.018Compactness
16
Jun 17, 2026
0.582Compactness
16
Jun 17, 2026
100Ratio
16
Jun 17, 2026
86.3Ratio
16
Jun 17, 2026
96.4Ratio
16
Jun 17, 2026
99Ratio
16
Jun 17, 2026
0LIN RMSE (IN)
16
Apr 6, 2026
408.23Count of Unique Valid CFs
10
Jun 9, 2026
567.17Unique Valid CFs
10
Jun 9, 2026
306.3Unique Valid Counterfactuals
10
Jun 9, 2026
0Runtime (minutes)
9
Jun 2, 2026
0Latency (mins)
9
Jun 2, 2026
0Latency (mins)
9
Jun 2, 2026
99.7Retained Rate
9
Jun 2, 2026
100VCR
9
Jun 2, 2026