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Bivariate Causal Discovery on LS-s

100Accuracy

QCCD

Updated 10d ago

Evaluation Results

Method	Links
QCCD 2025.09		100	100
CAREFL 2025.09		100	100
LOCI 2025.09		100	100
QPE-f 2025.09		99	100
CDCI 2025.09		97	97
IGCI 2025.09		94	91
CVEL 2025.09		93	91
QPE-k 2025.09		78	80
DIVOT 2025.09		69	68
CGNN 2025.09		64	64
ICA-LiNGAM 2025.09		63	61
SLOPPY 2025.09		56	50
HECI 2025.09		55	60
CAM 2025.09		51	50
PNL 2025.09		49	53
ANM 2025.09		45	47
RECI 2025.09		44	48
GRCI 2025.09		44	45
SLOPE 2025.09		15	20
RESIT 2025.09		9	7
CDS 2025.09		5	6
COMIC 2026.04		1	-
GPLVM 2026.04		1	-
GRCI 2026.04		0.87	-
PNL 2026.04		0.44	-
EMD 2026.04		0.42	-
GRAN 2026.04		0.2	-
LiNGAM 2026.04		0.03	-
VAR-LiNGAM 2025.09		0	0
Direct-LiNGAM 2025.09		0	0