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ResearchFormerly WizWand

Causal Discovery on LR-gaussian-20-20-2

100F1 ScoreReTimeCausal
2.7628.00553.2578.495Jul 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
ReTimeCausalMissing Rate (MR)=0.82025.07100
DYNOTEARS+TimeMixerMissing Rate (MR)=0.02025.0797.6
ReTimeCausalMissing Rate (MR)=0.02025.0797.6
ReTimeCausalMissing Rate (MR)=0.62025.0793
PCMCI+TimeMixerMissing Rate (MR)=0.02025.0785.7
PCMCI+EMMissing Rate (MR)=0.02025.0785.7
Rhino+TimeMixerMissing Rate (MR)=0.62025.0724.3
PCMCI+EMMissing Rate (MR)=0.62025.0720.5
PCMCI+EMMissing Rate (MR)=0.82025.0719
Rhino+TimeMixerMissing Rate (MR)=0.82025.0718.5
DYNOTEARS+TimeMixerMissing Rate (MR)=0.62025.0717.3
DYNOTEARS+TimeMixerMissing Rate (MR)=0.82025.0715.5
PCMCI+TimeMixerMissing Rate (MR)=0.62025.0715.2
PCMCI+TimeMixerMissing Rate (MR)=0.82025.0714.1
CUTS+Missing Rate (MR)=0.62025.0713.3
CUTS+Missing Rate (MR)=0.82025.0712.4
Rhino+TimeMixerMissing Rate (MR)=0.02025.0712.3
CUTS+Missing Rate (MR)=0.02025.0710.4
AERCA+TimeMixerMissing Rate (MR)=0.02025.079.8
AERCA+TimeMixerMissing Rate (MR)=0.82025.078.3
AERCA+TimeMixerMissing Rate (MR)=0.62025.076.5