Causal Graph Discovery on Asia (8 nodes, 8 edges) benchmark leaderboard · SOTA2 Research

Causal Graph Discovery on Asia (8 nodes, 8 edges)

88AccuracyBFS with LLMs

Evaluation Results

Method	Links
BFS with LLMs2024.02		88	93	7	6.7
BFS with LLMs2024.02		80	89	10	11
BFS with LLMs2024.02		80	89	10	11
GES2024.02		70	82	9	18
GES2024.02		67	80	7	20
PC2024.02		55	71	9	29
NOTEARS2024.02		50	67	4	33
PC2024.02		50	67	7	33
DAGMA2024.02		50	67	4	33
DAGMA2024.02		50	67	4	33
Pairwise2024.02		47	64	17	36
NOTEARS2024.02		44	62	5	38
NOTEARS2024.02		44	62	5	38
Pairwise2024.02		38	54	14	45
PC2024.02		33	50	4	50
Pairwise2024.02		33	50	20	50
GES2024.02		23	38	8	63
DAGMA2024.02		22	36	3	64