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

Latent Hierarchical Causal Structure Discovery on Tree Uniform noise

89Performance ScoreLatent Hierarchical Causal Structure Discovery algorithm

Evaluation Results

Method
Latent Hierarchical Causal Structure Discovery algorithm2022.10	89	—
Latent Hierarchical Causal Structure Discovery algorithm2022.10	85	—
Latent Hierarchical Causal Structure Discovery algorithm2022.10	83	—
GIN2022.10	72	—
GIN2022.10	69	—
FOFC2022.10	63	—
GIN2022.10	57	—
FOFC2022.10	55	—
FOFC2022.10	29	—
CLRG2022.10	0	—
CLRG2022.10	0	—
CLRG2022.10	0	—
CLRG2022.10	—	0.11
CLRG2022.10	—	0.1
CLRG2022.10	—	0.1
FOFC2022.10	—	0.1
FOFC2022.10	—	0.09
FOFC2022.10	—	0.08
GIN2022.10	—	0.11
GIN2022.10	—	0.11
GIN2022.10	—	0.11
Latent Hierarchical Causal Structure Discovery algorithm2022.10	—	0.02
Latent Hierarchical Causal Structure Discovery algorithm2022.10	—	0.01
Latent Hierarchical Causal Structure Discovery algorithm2022.10	—	0.01