Causal Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1TPR
125
Feb 26, 2026
92.9F1 Score
80
Jun 24, 2026
9Structural Hamming Distance (SHD)
80
Jun 24, 2026
87.8F1G
72
Apr 10, 2026
94.7F1G
72
Apr 10, 2026
0Runtime
57
May 18, 2026
11SHD
41
Jun 5, 2026
3.82SHD
40
Feb 26, 2026
100TPR
40
Feb 26, 2026
100TPR
40
Feb 26, 2026
82AUROC
37
Apr 8, 2026
100AUROC
36
May 11, 2026
99.6mAP
36
Feb 26, 2026
95.2F1 Score
35
May 27, 2026
93F1 Score
34
May 27, 2026
48.3F1 Score
33
Jul 3, 2026
96.6mAP
32
Feb 26, 2026
91.7AUROC
31
Apr 8, 2026
3SHD
30
May 27, 2026
30.13ABIC Score
30
Feb 27, 2026
70F1 Score
27
Feb 26, 2026
77F1 Score
27
Feb 26, 2026
28.8F1 Score
25
Jun 23, 2026
14.87SHD
25
Jun 2, 2026
1.77SHD
25
Jun 2, 2026