Causal Discovery on Synthetic datasets benchmark leaderboard · SOTA2 Research

Causal Discovery on Synthetic datasets

84.3Adjacency RecallVISL

Evaluation Results

Method	Links
VISL2021.10		84.3	67.9	74	52	41.4	45.4	72.6
GES2021.10		45.2	56.9	49.1	24.9	30.5	27	36.4
DAG-GNN2021.10		44.3	50.9	46.4	35.2	41.5	37.3	35.2
PC2021.10		42.2	63.4	49.5	21.8	32.8	25.7	33
NOTEARS2021.10		32.8	48.9	38.7	27.7	41.7	32.7	27.7
NOTEARS2021.10		19.3	44.3	26.5	14.9	36.7	20.9	14.9