Latent Hierarchical Causal Structure Discovery on IL2H Uniform noise benchmark leaderboard · SOTA2 Research

Latent Hierarchical Causal Structure Discovery on IL2H Uniform noise

0.76Metric 2 ScoreLatent Hierarchical Causal Structure Discovery algorithm

Evaluation Results

Method
Latent Hierarchical Causal Structure Discovery algorithm2022.10	0.76	—
Latent Hierarchical Causal Structure Discovery algorithm2022.10	0.71	—
Latent Hierarchical Causal Structure Discovery algorithm2022.10	0.61	—
GIN2022.10	0.39	—
GIN2022.10	0.35	—
GIN2022.10	0.34	—
FOFC2022.10	0.12	—
FOFC2022.10	0.09	—
FOFC2022.10	0.07	—
CLRG2022.10	0	—
CLRG2022.10	0	—
CLRG2022.10	0	—
CLRG2022.10	—	0.18
CLRG2022.10	—	0.18
CLRG2022.10	—	0.18
FOFC2022.10	—	0.23
FOFC2022.10	—	0.26
FOFC2022.10	—	0.2
GIN2022.10	—	0.15
GIN2022.10	—	0.15
GIN2022.10	—	0.14
Latent Hierarchical Causal Structure Discovery algorithm2022.10	—	0.1
Latent Hierarchical Causal Structure Discovery algorithm2022.10	—	0.1
Latent Hierarchical Causal Structure Discovery algorithm2022.10	—	0.1