Bivariate Causal Discovery on MN-U benchmark leaderboard · SOTA2 Research

Bivariate Causal Discovery on MN-U

100AUROCbQCD

Evaluation Results

Method	Links
bQCD2026.04		100	100
FOM2026.04		100	100
LCUBE2026.04		100	100
ROCHE2026.04		100	100
LOCI2026.04		99.7	96
CDCI2026.04		99.5	95
IGCI2026.04		92.9	86
GPI2026.04		85.7	80.7
CAM2026.04		81.2	86
NNCL2026.04		78.7	60
CDS2026.04		71.7	70
ANM2026.04		63.5	62.2
HECI2026.04		22.9	33
RECI2026.04		5.6	13
CGNN2026.04		2.7	8
RDMDL-St2026.04		1.4	7
RDMDL-R2026.04		1.3	7
SLOPE2026.04		1.1	7
RDMDL-FD2026.04		0.9	6
RDMDL-Sc2026.04		0.8	4
SLOPPY2026.04		0.5	5