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ResearchFormerly WizWand

Latent Hierarchical Causal Structure Discovery on Synthetic Gaussian IL2H Structure

0.3Metric 3 ScoreGIN
-0.0120.0690.150.231Oct 1, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GINSample Size=2k2022.100.3
CLRGSample Size=2k2022.100.28
CLRGSample Size=5k2022.100.28
CLRGSample Size=10k2022.100.28
FOFCSample Size=2k2022.100.26
FOFCSample Size=5k2022.100.26
FOFCSample Size=10k2022.100.2
CLRGSample Size=2k2022.100.18
CLRGSample Size=5k2022.100.18
CLRGSample Size=10k2022.100.18
FOFCSample Size=2k2022.100.18
GINSample Size=5k2022.100.17
GINSample Size=10k2022.100.17
GINSample Size=2k2022.100.16
GINSample Size=5k2022.100.15
GINSample Size=10k2022.100.15
FOFCSample Size=5k2022.100.13
OursSample Size=2k2022.100.11
OursSample Size=5k2022.100.1
OursSample Size=10k2022.100.1
OursSample Size=2k2022.100.02
OursSample Size=5k2022.100
OursSample Size=10k2022.100
FOFCSample Size=10k2022.100