Causal Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.782AUROC (Gene 1)
8
Jun 17, 2026
0.919AUROC
8
Jun 17, 2026
0.773AUROC
8
Jun 17, 2026
89.2AUROC
8
Jun 17, 2026
69.8AUROC
8
May 12, 2026
76.4AUROC
8
May 12, 2026
100F1 Score
8
May 12, 2026
86.1F1 Score
8
May 12, 2026
100F1 Score
8
May 12, 2026
93.8F1 Score
8
May 12, 2026
92F1 Score
8
May 12, 2026
100F1 Score
8
May 12, 2026
84F1 Score
8
May 12, 2026
100F1 Score
8
May 12, 2026
88.3AUROC (SIM)
8
Apr 8, 2026
100AUROC (AN)
8
Apr 8, 2026
64.9AUROC (CE-Cha)
8
Apr 8, 2026
3.47SHD
8
Mar 31, 2026
11.75SHD
8
Mar 31, 2026
1SHD
8
Mar 31, 2026
2SHD
8
Mar 31, 2026
0SHD
8
Mar 31, 2026
0.67SHD
8
Mar 31, 2026
1SHD
8
Mar 31, 2026
0.17SHD
8
Mar 31, 2026