Causal Discovery on Linear SCM benchmark leaderboard · SOTA2 Research

Causal Discovery on Linear SCM

72.6F1 (Fork)CFM-SD

Evaluation Results

Method	Links
CFM-SD2026.05		72.6	84	82.9	73.4	87.1	80
IGSP2026.05		47.2	60.5	61.8	63.5	48	56.2
UT-IGSP2026.05		44.8	54.9	56.6	56.7	48.7	52.3
LiNGAM2026.05		29.7	40.5	33.3	37.9	35.2	35.3
PC2026.05		24	19.5	16.6	28.7	17.4	21.2
GES2026.05		20.9	15.9	10.6	29.1	24.4	20.2
FCI2026.05		3.6	8.1	12.6	25.9	13.3	12.7