Causal Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
72AUCadj
2
May 13, 2026
77AUCadj
2
May 13, 2026
76AUCadj
2
May 13, 2026
56AUCadj
2
May 13, 2026
73AUCadj
2
May 13, 2026
59AUCadj
2
May 13, 2026
86AUROC
2
May 12, 2026
75.8AUROC
2
May 12, 2026
97AUROC
2
Apr 8, 2026
91AUROC
2
Apr 8, 2026
99AUROC
2
Apr 8, 2026
100AUROC
2
Apr 8, 2026
100AUROC
2
Apr 8, 2026
100AUROC
2
Apr 8, 2026
100AUROC
2
Apr 8, 2026
100AUROC
2
Apr 8, 2026
99.8F1 Score
2
Mar 25, 2026
99.9F1 Score
2
Mar 25, 2026
99.9F1 Score
2
Mar 25, 2026
99.9F1 Score
2
Mar 25, 2026
99.5F1 Score
2
Mar 25, 2026
96.3F1 Score
2
Mar 25, 2026
0.879Adjacency Precision
2
Feb 26, 2026
86.3Adjacency Precision
2
Feb 26, 2026
96,171.56BIC Score
2
Feb 27, 2026