Causal Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100Accuracy
6
May 26, 2026
96Accuracy
6
May 26, 2026
100Accuracy
6
May 26, 2026
99.44Accuracy
6
May 26, 2026
99.67Accuracy
6
May 26, 2026
0.78nSHD
6
May 11, 2026
0.92nSHD
6
May 11, 2026
0.98nSHD
6
May 11, 2026
0.59nSHD
6
May 11, 2026
0.82nSHD
6
May 11, 2026
0.31nSHD
6
May 11, 2026
0.46nSHD
6
May 11, 2026
0.51nSHD
6
May 11, 2026
0.67nSHD
6
May 11, 2026
0.66nSHD
6
May 11, 2026
0Structural Hamming Distance
6
Apr 2, 2026
0Structural Hamming Distance (SHD)
6
Apr 2, 2026
0Structural Hamming Distance (SHD)
6
Apr 2, 2026
19SHD
6
Mar 24, 2026
25.6SHD
6
Mar 24, 2026
18.2SHD
6
Mar 24, 2026
12.8Structural Hamming Distance (SHD)
6
Mar 24, 2026
21,852.23BIC
6
Mar 9, 2026
20,918.87BIC
6
Mar 9, 2026
100Adjacency Precision
6
Feb 27, 2026