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ResearchFormerly WizWand

Bivariate Causal Discovery on D4 s1

79AccuracyQPE-f
31.1643.585668.42Sep 16, 2025
Updated 6mo ago

Evaluation results

MethodLinks
QPE-f2025.097978
QPE-fTime (s)=7.8042025.0979—
ICA-LiNGAM2025.096761
Direct-LiNGAM2025.096772
GRCI2025.096779
CDCI2025.096769
CVEL2025.096770
CDCITime (s)=0.0012025.0967—
CVELTime (s)=1.5972025.0967—
VAR-LiNGAM2025.095863
RESIT2025.095872
RECI2025.095864
CDS2025.095870
CAREFL2025.095864
LOCI2025.095855
QPE-k2025.095875
RECITime (s)=0.0022025.0958—
CDSTime (s)=0.0172025.0958—
LOCITime (s)=14.9812025.0958—
QPE-kTime (s)=0.0092025.0958—
ANM2025.095070
CGNN2025.095063
DIVOT2025.095054
ANMTime (s)=0.2502025.0950—
CAM2025.094257
HECI2025.094262
IGCI2025.094225
HECITime (s)=0.0262025.0942—
PNL2025.093339
QCCD2025.093352
SLOPE2025.093352
SLOPPY2025.093348
PNLTime (s)=37.7702025.0933—