Causal Discovery on Synthetic ER3 n=50, h=3 (test) benchmark leaderboard · SOTA2 Research

Causal Discovery on Synthetic ER3 n=50, h=3 (test)

4FDRGOLEM

Evaluation Results

Method	Links
GOLEM2026.01		4	97	8.1	97
DAG-GNN + VISTA2026.01		7	84	29.3	89
NOTEARS2026.01		9	90	24.9	90
NOTEARS + VISTA2026.01		9	86	30.5	89
GOLEM + VISTA2026.01		12	76	47.9	81
DAG-GNN2026.01		14	86	38.8	86
GraN-DAG + VISTA2026.01		29	26	123.4	38
SCORE + VISTA2026.01		33	74	56.4	70
CAM + VISTA2026.01		66	51	192	40
GraN-DAG + VISTA2026.01		67	31	158.8	32
SCORE2026.01		69	67	166.2	42
NOTEARS + VISTA2026.01		72	97	353.4	44
DAG-GNN + VISTA2026.01		73	98	380	42
GraN-DAG2026.01		74	9	209	11
GOLEM + VISTA2026.01		76	93	431.6	38
SCORE + VISTA2026.01		86	95	980.8	24
CAM + VISTA2026.01		87	66	641.3	22