Causal Effect Identifiability on Synthetic Causal Graphs benchmark leaderboard · SOTA2 Research

Causal Effect Identifiability on Synthetic Causal Graphs

171IDCLASSICAL-ID

Evaluation Results

Method	Links
CLASSICAL-ID2025.10		171	200	0.001
ID-CSI-HEU2025.10		171	200	0.001
ID-CSI-HEU2025.10		171	200	0.001
ID-CSI-STATE-HEU2025.10		171	200	0.002
ID-CSI-STATE-HEU2025.10		171	200	0.002
DOSEARCH2025.10		171	200	0.9
ID-CSI-STATE-HEU2025.10		140	200	0.004
ID-CSI-STATE-HEU2025.10		133	200	0.003
ID-CSI-HEU2025.10		132	200	0.002
ID-CSI-HEU2025.10		132	200	0.003
ID-CSI-STATE-HEU2025.10		129	200	0.007
DOSEARCH2025.10		124	190	40.2
ID-CSI-STATE-HEU2025.10		123	200	0.005
DOSEARCH2025.10		122	199	4.9
ID-CSI-HEU2025.10		121	200	0.002
CLASSICAL-ID2025.10		120	200	0.002
ID-CSI-HEU2025.10		119	200	0.003
CLASSICAL-ID2025.10		115	200	0.002
ID-CSI-STATE-HEU2025.10		62	200	0.05
ID-CSI-STATE-HEU2025.10		51	200	0.17
ID-CSI-STATE-HEU2025.10		41	200	0.37
ID-CSI-STATE-HEU2025.10		19	199	2.68