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Bivariate Causal Discovery on LS

100Accuracy

CAM

Updated 12d ago

Evaluation Results

Method	Links
CAM 2025.09		100	100
QCCD 2025.09		100	100
CAREFL 2025.09		100	100
LOCI 2025.09		100	100
CDCI 2025.09		100	100
SLOPPY 2025.09		100	100
QPE-k 2025.09		100	100
QPE-f 2025.09		100	100
CVEL 2025.09		98	97
IGCI 2025.09		95	95
CGNN 2025.09		92	88
HECI 2025.09		92	86
CDS 2025.09		76	79
RESIT 2025.09		72	76
GRCI 2025.09		64	65
ICA-LiNGAM 2025.09		63	61
ANM 2025.09		46	50
DIVOT 2025.09		45	47
PNL 2025.09		33	35
RECI 2025.09		22	16
SLOPE 2025.09		16	11
VAR-LiNGAM 2025.09		11	11
Direct-LiNGAM 2025.09		11	11
CDCI 2025.09		1	-
LOCI 2025.09		1	-
QPE-k 2025.09		1	-
QPE-f 2025.09		1	-
CVEL 2025.09		0.98	-
HECI 2025.09		0.92	-
CDS 2025.09		0.76	-
ANM 2025.09		0.46	-
PNL 2025.09		0.33	-
RECI 2025.09		0.22	-