Causal Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
68F1 Score
6
Feb 26, 2026
66F1 Score
6
Feb 26, 2026
34.5mAP
6
Feb 26, 2026
71.4mAP
6
Feb 26, 2026
84.3Adjacency Recall
6
Feb 26, 2026
29.2Intervention AUPRC
5
Jul 7, 2026
2SHD
5
Jun 30, 2026
1Structural Hamming Distance (SHD)
5
Jun 30, 2026
1SHD
5
Jun 30, 2026
16Number of Edges
5
Jun 19, 2026
329AID
5
May 19, 2026
73AUROC
5
May 11, 2026
0.76AUROC
5
May 11, 2026
0.77AUROC
5
May 11, 2026
13.8Structural Hamming Distance (SHD)
5
Apr 29, 2026
82.18F1 Score
5
Apr 28, 2026
100F1
5
Apr 28, 2026
100Success Rate (SR)
5
Mar 18, 2026
14.6SHD
5
Mar 5, 2026
45SHD
5
Feb 26, 2026
0.625NSHD
5
Feb 26, 2026
0.087NSHD
5
Feb 26, 2026
0.106NSHD
5
Feb 26, 2026
0.166NSHD
5
Feb 26, 2026
34.21E-SHD
5
Feb 26, 2026