Causal Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
4.6Modified SHD
7
May 12, 2026
1Mod. SHD
7
May 12, 2026
72.6F1 (Fork)
7
May 11, 2026
83Accuracy
7
Apr 8, 2026
100Accuracy
7
Apr 8, 2026
100Accuracy
7
Apr 8, 2026
100Accuracy
7
Apr 8, 2026
100Accuracy
7
Apr 8, 2026
211.46Number of CI Tests
7
Apr 1, 2026
296.03Number of CI Tests
7
Apr 1, 2026
85.41Number of CI tests
7
Apr 1, 2026
26.7SHD
7
Mar 5, 2026
16.3Structural Hamming Distance (SHD)
7
Mar 5, 2026
76F1 Score
7
Mar 4, 2026
0.773AUC
7
Feb 26, 2026
0.909AUC
7
Feb 26, 2026
0.931AUC
7
Feb 26, 2026
98.4AUC
7
May 13, 2026
98.3AUC
7
Feb 26, 2026
0.999AUC
7
Feb 26, 2026
97.7AUC
7
Feb 26, 2026
99.6AUC
7
Feb 26, 2026
0.989AUC
7
Feb 26, 2026
0.985AUC
7
Feb 26, 2026
340Queries Identified
6
Jul 7, 2026