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Bivariate Causal Discovery on Per

100Accuracy

CVEL

Updated 12d ago

Evaluation Results

Method	Links
CVEL 2025.09		100	-
QPE-f 2025.09		100	-
IGCI 2025.09		100	100
CVEL 2025.09		100	100
QPE-f 2025.09		100	100
DIVOT 2025.09		97	96
LOCI 2025.09		96	-
LOCI 2025.09		96	97
CAREFL 2025.09		95	97
CGNN 2025.09		82	80
QPE-k 2025.09		77	-
QPE-k 2025.09		77	79
RESIT 2025.09		70	72
VAR-LiNGAM 2025.09		67	63
Direct-LiNGAM 2025.09		67	63
ICA-LiNGAM 2025.09		63	61
GRCI 2025.09		56	48
ANM 2025.09		49	-
ANM 2025.09		49	51
CDCI 2025.09		48	-
CDCI 2025.09		48	47
PNL 2025.09		42	-
PNL 2025.09		42	40
CDS 2025.09		18	-
CDS 2025.09		18	17
QCCD 2025.09		2	1
SLOPPY 2025.09		2	2
HECI 2025.09		1	-
HECI 2025.09		1	0
RECI 2025.09		0	-
CAM 2025.09		0	0
RECI 2025.09		0	0
SLOPE 2025.09		0	0