Causal Discovery on Scale-free (SF) model Scenario S5 p=50 n=1000 Degree=5 (test) benchmark leaderboard · SOTA2 Research

Causal Discovery on Scale-free (SF) model Scenario S5 p=50 n=1000 Degree=5 (test)

2FDRNSCSL-TE

Evaluation Results

Method	Links
NSCSL-TE2023.01		2	78	5.08	135.7
NSCSL-DE2023.01		2	51	17.2	147
NOTEARS2023.01		88	75	123.1	160.5
LINGAM2023.01		91	98	212	117.7
DAGGNN2023.01		92	85	203.5	57.32
GSGES2023.01		96	10	98.34	35.92
PC2023.01		97	6	79.34	32.1
FCI2023.01		97	7	81.7	15.7
CAM2023.01		98	24	218	37.12