Causal Discovery on SF5 (Scale-Free) synthetic graphs n=300, h=5 (test) benchmark leaderboard · SOTA2 Research

Causal Discovery on SF5 (Scale-Free) synthetic graphs n=300, h=5 (test)

0.24FDRVISTA-WV

Evaluation Results

Method	Links
VISTA-WV2026.01		0.24	0.38	890.33	0.51
VISTA-WV2026.01		0.37	0.1	1,391	0.17
VISTA-WV2026.01		0.41	0.21	2,191.33	0.31
NOTEARS2026.01		0.5	0.22	1,402.33	0.29
VISTA-NV2026.01		0.9	0.78	12,180	0.18
DAG-GNN2026.01		0.91	0.15	4,617.33	0.1
VISTA-NV2026.01		0.91	0.81	14,578.67	0.16
VISTA-NV2026.01		0.92	0.77	13,437	0.14
GOLEM2026.01		0.93	0.02	1,839.67	0.03
VISTA-WV2026.01		0.95	0.08	2,582.67	0.06
VISTA-NV2026.01		0.98	0.13	22,039	0.03