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Benchmarks
Causal Discovery on Synthetic Data |V|=10
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66
F1 Score
ABAPC-LLM
14
27.5
41
54.5
Feb 18, 2026
F1 Score
NSHD
Mean Performance
T-Statistic
P-Value
P-Value (BH Corrected)
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
NSHD
Mean Performance
T-Statistic
P-Value
P-Value (BH Corrected)
ABAPC-LLM
n_obs=900
2026.02
66
0.44
-
-
-
-
ABAPC
n_obs=900
2026.02
63
0.47
-
-
-
-
MPC
n_obs=900
2026.02
36
0.88
-
-
-
-
Random
n_obs=900
2026.02
19
2.34
-
-
-
-
FGS
n_obs=900
2026.02
17
1.31
-
-
-
-
NOTEARS
n_obs=900
2026.02
16
1
-
-
-
-
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