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Benchmarks
CPDAG Recovery on High-dimensional synthetic SEMs (Normal noise, d=5)
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58
F1 Score
SCOPE
-0.136
14.957
30.05
45.143
May 7, 2026
F1 Score
Structural Hamming Distance (SHD)
Updated 26d ago
Evaluation Results
Method
Method
Links
F1 Score
Structural Hamming Distance (SHD)
SCOPE
n=0.5p
2026.05
58
1.166
SCOPE
n=p
2026.05
56.2
1.864
FROSTY
n=0.5p
2026.05
2.2
88.658
FROSTY
n=p
2026.05
2.1
93.024
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