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Causal Effect Identifiability on Synthetic Causal Graphs

171IDCLASSICAL-ID
12.9253.9695136.04Oct 19, 2025

Evaluation results

MethodLinks
CLASSICAL-IDn (number of nodes)=6, r (CSI probability)=0.2, Input granularity=variable & state2025.101712000.001
ID-CSI-HEUn (number of nodes)=6, r (CSI probability)=0.2, Input granularity=variable2025.101712000.001
ID-CSI-HEUn (number of nodes)=6, r (CSI probability)=0.2, Input granularity=state2025.101712000.001
ID-CSI-STATE-HEUn (number of nodes)=6, r (CSI probability)=0.2, Input granularity=variable2025.101712000.002
ID-CSI-STATE-HEUn (number of nodes)=6, r (CSI probability)=0.2, Input granularity=state2025.101712000.002
DOSEARCHn (number of nodes)=6, r (CSI probability)=0.2, Input granularity=variable2025.101712000.9
ID-CSI-STATE-HEUn (number of nodes)=10, r (CSI probability)=0.8, Input granularity=state2025.101402000.004
ID-CSI-STATE-HEUn (number of nodes)=8, r (CSI probability)=0.5, Input granularity=state2025.101332000.003
ID-CSI-HEUn (number of nodes)=8, r (CSI probability)=0.5, Input granularity=state2025.101322000.002
ID-CSI-HEUn (number of nodes)=10, r (CSI probability)=0.8, Input granularity=state2025.101322000.003
ID-CSI-STATE-HEUn (number of nodes)=10, r (CSI probability)=0.8, Input granularity=variable2025.101292000.007
DOSEARCHn (number of nodes)=10, r (CSI probability)=0.8, Input granularity=variable2025.1012419040.2
ID-CSI-STATE-HEUn (number of nodes)=8, r (CSI probability)=0.5, Input granularity=variable2025.101232000.005
DOSEARCHn (number of nodes)=8, r (CSI probability)=0.5, Input granularity=variable2025.101221994.9
ID-CSI-HEUn (number of nodes)=8, r (CSI probability)=0.5, Input granularity=variable2025.101212000.002
CLASSICAL-IDn (number of nodes)=8, r (CSI probability)=0.5, Input granularity=variable & state2025.101202000.002
ID-CSI-HEUn (number of nodes)=10, r (CSI probability)=0.8, Input granularity=variable2025.101192000.003
CLASSICAL-IDn (number of nodes)=10, r (CSI probability)=0.8, Input granularity=variable & state2025.101152000.002
ID-CSI-STATE-HEUn (number of nodes)=30, r (CSI probability)=0.5, Input granularity=state2025.10622000.05
ID-CSI-STATE-HEUn (number of nodes)=30, r (CSI probability)=0.5, Input granularity=variable2025.10512000.17
ID-CSI-STATE-HEUn (number of nodes)=50, r (CSI probability)=0.8, Input granularity=state2025.10412000.37
ID-CSI-STATE-HEUn (number of nodes)=50, r (CSI probability)=0.5, Input granularity=variable2025.10191992.68