Causal Discovery on CE-Gauss benchmark leaderboard · SOTA2 Research

Causal Discovery on CE-Gauss

91.7AUROCCDCI

Evaluation Results

Method	Links
CDCI2026.04		91.7	83
CDS2026.04		90.6	84
GPI2026.04		89.1	83.2
GPLVM2026.04		89	—
LOCI2026.04		82.7	73
RECI2025.12		76.5	67.7
SLOPE2026.04		73.3	67.3
SLOPE2025.12		73.1	67.3
RECI2026.04		71.1	64.3
CGNN2025.12		70.6	64.7
RDMDL-Sc2026.04		69.4	62.7
SLOPPY2026.04		68.3	59
RDMDL-St2026.04		65.1	59
RDMDL-FD2026.04		64.7	58.7
RDMDL-R2026.04		64.5	59
EMD2025.12		57.3	54.7
FOM2026.04		56.1	53
HECI2026.04		51.9	48.3
bQCD2025.12		50.9	55.3
NNCL2026.04		48.5	48.7
bQCD2026.04		48.1	54.3
PNL2025.12		44.6	45.7
ANM2026.04		43.3	45.3
IGCI2025.12		43	44.7
CGNN2026.04		37.4	42.3
LCUBE2026.04		31.8	31.3
CAM2026.04		30	25
LiNGAM2025.12		29.9	36.3
ROCHE2026.04		21.7	28.3
IGCI2026.04		16	21.3
ANM2025.12		12.1	19.3