Causal Discovery on SERGIO-GRN n=200, |E|=400, sample size=20000 benchmark leaderboard · SOTA2 Research

Causal Discovery on SERGIO-GRN n=200, |E|=400, sample size=20000

34.5mAPCauScale

Evaluation Results

Method	Links
CauScale2026.02		34.5	336.8	90.3	90.9	2.5195
SDCD2026.02		2.1	1,265	49.9	3.7	670.1
INVCOV2026.02		1.2	409.8	52.4	—	0.0995
SEA-gies2026.02		1.2	407.8	55	57.07	17.288
CORR2026.02		1.1	409.8	52.7	—	0.0147
NOTEARS2026.02		1	591	49.8	0.4	5,805.9