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Bivariate Causal Discovery on SIM-c

88Accuracy

QPE-f

Updated 12d ago

Evaluation Results

Method	Links
QPE-f 2025.09		88	92
QPE-f 2025.09		88	-
CAREFL 2025.09		83	87
RESIT 2025.09		82	85
LOCI 2025.09		81	87
LOCI 2025.09		81	-
QPE-k 2025.09		79	83
QPE-k 2025.09		79	-
QCCD 2025.09		77	75
CGNN 2025.09		76	78
CDS 2025.09		76	82
CDCI 2025.09		76	83
CDS 2025.09		76	-
CDCI 2025.09		76	-
CVEL 2025.09		72	73
CVEL 2025.09		72	-
GRCI 2025.09		65	67
ICA-LiNGAM 2025.09		63	61
SLOPPY 2025.09		62	61
CAM 2025.09		59	53
HECI 2025.09		55	64
HECI 2025.09		55	-
PNL 2025.09		54	50
PNL 2025.09		54	-
RECI 2025.09		53	63
RECI 2025.09		53	-
SLOPE 2025.09		52	63
ANM 2025.09		49	48
ANM 2025.09		49	-
VAR-LiNGAM 2025.09		47	48
Direct-LiNGAM 2025.09		47	48
DIVOT 2025.09		47	41
IGCI 2025.09		42	37