Causal Structure Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
68.88ABIC
5
Feb 27, 2026
38.39ABIC
5
Feb 27, 2026
0.54ABIC
5
Feb 27, 2026
123,198CI Test Count
5
Feb 26, 2026
117,566CI Tests Count
5
Feb 26, 2026
56,781CI Tests Count
5
Feb 26, 2026
181SHD
4
Apr 7, 2026
0SHD
4
Apr 7, 2026
2,644,794#CI Tests
4
Feb 26, 2026
0.3SHD
3
Apr 3, 2026
11.6SHD
3
Feb 26, 2026
278.55ABIC
3
Feb 27, 2026
248.95ABIC
3
Feb 27, 2026
238.72ABIC
3
Feb 27, 2026
196.92ABIC
3
Feb 27, 2026
166.78ABIC
3
Feb 27, 2026
139.3ABIC
3
Feb 27, 2026
120.74ABIC
3
Feb 27, 2026
90.41ABIC
3
Feb 27, 2026
65.33ABIC
3
Feb 27, 2026
40.48ABIC
3
Feb 27, 2026
33Directed-F1
2
Jun 11, 2026
13Directed F1 Score
2
Jun 11, 2026
46Directed-F1
2
Jun 11, 2026
15Directed-F1
2
Jun 11, 2026