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Benchmarks
Causal Discovery on Synthetic Data (|V|=15)
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68
F1 Score
ABAPC-LLM
8.72
24.11
39.5
54.89
Feb 18, 2026
F1 Score
NSHD
Mean and Std Deviation Summary
T-Statistic
P-Value
P-Value (BH Corrected)
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
NSHD
Mean and Std Deviation Summary
T-Statistic
P-Value
P-Value (BH Corrected)
ABAPC-LLM
n_obs=900
2026.02
68
38
-
-
-
-
ABAPC
n_obs=900
2026.02
62
43
-
-
-
-
MPC
n_obs=900
2026.02
29
84
-
-
-
-
Random
n_obs=900
2026.02
13
356
-
-
-
-
NOTEARS
n_obs=900
2026.02
12
93
-
-
-
-
FGS
n_obs=900
2026.02
11
133
-
-
-
-
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