Causal Discovery on SERGIO-GRN n=100, |E|=400, sample size=20000 benchmark leaderboard · SOTA2 Research

Causal Discovery on SERGIO-GRN n=100, |E|=400, sample size=20000

71.4mAPCauScale

Evaluation Results

Method	Links
CauScale2026.02		71.4	290.8	95.1	94.2	1.3058
SEA-gies2026.02		5.6	400.2	58.8	61.6	11.769
INVCOV2026.02		5.1	403	52.3	—	0.0793
CORR2026.02		4.5	403.4	51.9	—	0.0128
NOTEARS2026.02		4.1	492.8	50.5	2	5,040.8
SDCD2026.02		4	764.6	49	5.1	579.68