Causal Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.183SHD
6
Jun 24, 2026
0.185SHD
6
Jun 24, 2026
0.166SHD
6
Jun 24, 2026
0.175SHD
6
Jun 24, 2026
0.175SHD
6
Jun 24, 2026
0.137SHD
6
Jun 24, 2026
0.114SHD
6
Jun 24, 2026
0.184SHD
6
Jun 24, 2026
0.152SHD
6
Jun 24, 2026
0.121SHD
6
Jun 24, 2026
97.6Pair-level AUROC
6
Jun 24, 2026
94.3F1@0.5
6
Jun 23, 2026
66.7F1@0.5
6
Jun 23, 2026
80F1@0.5
6
Jun 23, 2026
33.7F1 Score (Threshold 0.5)
6
Jun 23, 2026
44.7F1 Score @ 0.5
6
Jun 23, 2026
38.7F1@0.5
6
Jun 23, 2026
95.6F1@0.5
6
Jun 23, 2026
80.6Accuracy
6
May 29, 2026
89.1Accuracy
6
May 29, 2026
93.1Accuracy
6
May 29, 2026
95.5AUROC
6
May 29, 2026
98.8AUROC
6
May 29, 2026
91.6AUROC
6
May 29, 2026
91AUROC
6
May 29, 2026