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Benchmarks
Causal Discovery on Synthetic Datasets (d=100, 200, 500 aggregated)
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285.4
SHD
polyDAG-Geo
284.08
292.99
301.9
310.81
Jun 5, 2026
SHD
F1 Score
TPR
Runtime (s)
Avg. h_final
Updated 1mo ago
Evaluation Results
Method
Method
Links
SHD
F1 Score
TPR
Runtime (s)
Avg. h_final
polyDAG-Geo
loss_function=h_geo
2026.06
285.4
75.6
84.6
4.18
69.1
NOTEARS-Exp
loss_function=h_exp
2026.06
318.4
72.5
82
5.45
65.3
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