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ResearchFormerly WizWand

Causal Discovery on LR-gaussian-10-10-2

100F1 ScoreDYNOTEARS+TimeMixer
12.84835.47458.180.726Jul 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
DYNOTEARS+TimeMixerMissing Rate (MR)=0.02025.07100
ReTimeCausalMissing Rate (MR)=0.02025.07100
ReTimeCausalMissing Rate (MR)=0.62025.07100
ReTimeCausalMissing Rate (MR)=0.82025.07100
PCMCI+TimeMixerMissing Rate (MR)=0.02025.0788.9
PCMCI+EMMissing Rate (MR)=0.02025.0788.9
PCMCI+EMMissing Rate (MR)=0.62025.0743.9
PCMCI+TimeMixerMissing Rate (MR)=0.62025.0740
PCMCI+EMMissing Rate (MR)=0.82025.0737.5
AERCA+TimeMixerMissing Rate (MR)=0.02025.0731.2
PCMCI+TimeMixerMissing Rate (MR)=0.82025.0729.4
Rhino+TimeMixerMissing Rate (MR)=0.02025.0728.6
DYNOTEARS+TimeMixerMissing Rate (MR)=0.82025.0727.7
DYNOTEARS+TimeMixerMissing Rate (MR)=0.62025.0726.3
Rhino+TimeMixerMissing Rate (MR)=0.62025.0723.5
AERCA+TimeMixerMissing Rate (MR)=0.82025.0723.4
AERCA+TimeMixerMissing Rate (MR)=0.62025.0722.5
CUTS+Missing Rate (MR)=0.62025.0721.7
CUTS+Missing Rate (MR)=0.82025.0721.2
CUTS+Missing Rate (MR)=0.02025.0721.1
Rhino+TimeMixerMissing Rate (MR)=0.82025.0716.2