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ResearchFormerly WizWand

Causal Discovery on NetSim Sim3 10 nodes 15 edges

74.2F1 ScoreReTimeCausal
22.61636.00849.462.792Jul 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
ReTimeCausalMissing Rate (MR)=0.22025.0774.2
ReTimeCausalMissing Rate (MR)=0.62025.0768.9
CUTS+Missing Rate (MR)=0.22025.0766.7
PCMCI+TimeMixerMissing Rate (MR)=0.22025.0765.5
PCMCI+TimeMixerMissing Rate (MR)=0.62025.0760
CUTS+Missing Rate (MR)=0.62025.0757.1
DYNOTEARS*+TimeMixerMissing Rate (MR)=0.22025.0756.5
DYNOTEARS*+TimeMixerMissing Rate (MR)=0.62025.0753.1
AERCA+TimeMixerMissing Rate (MR)=0.22025.0751.3
AERCA+TimeMixerMissing Rate (MR)=0.62025.0743.6
PCMCI+EMMissing Rate (MR)=0.62025.0740.8
PCMCI+EMMissing Rate (MR)=0.22025.0740.5
Rhino+TimeMixerMissing Rate (MR)=0.22025.0725.8
Rhino+TimeMixerMissing Rate (MR)=0.62025.0724.6