Structure learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100Adj Precision
30
Feb 27, 2026
91.85SHD
11
Feb 26, 2026
62.05SHD
11
Feb 26, 2026
37.55SHD
11
Feb 26, 2026
69.8Adjacency Recall
9
Feb 26, 2026
97.6SHD
7
Feb 26, 2026
2Trajectory Length
4
Jul 1, 2026
2.82HC Ratio (|Pa(i)|=1)
4
Apr 2, 2026
3.84HC Ratio (|Pa(i)| = 1)
4
Apr 2, 2026
2.85HC Ratio (|Pa(i)| = 1)
4
Apr 2, 2026
4.47HC Ratio (|Pa(i)| = 1)
4
Apr 2, 2026
4.48HC Ratio (|Pa(i)| = 1)
4
Apr 2, 2026
3.89HC Ratio (|Pa(i)| = 1)
4
Apr 2, 2026
3.87HC Ratio (Parent Size = 1)
4
Apr 2, 2026
-1,729.836BIC
2
Feb 26, 2026
-2,456.149BIC
2
Feb 26, 2026
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—Primary metric
0
Feb 26, 2026
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—Primary metric
0
Feb 26, 2026
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—Primary metric
0
Feb 26, 2026
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—Primary metric
0
Feb 26, 2026