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Benchmarks
CPDAG Recovery on High-dimensional synthetic SEMs (Uniform noise, d=1, p=10^4)
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94.8
F1 Score
SCOPE
60.896
69.698
78.5
87.302
May 7, 2026
F1 Score
SHD
Updated 26d ago
Evaluation Results
Method
Method
Links
F1 Score
SHD
SCOPE
n (sample size)=0.5p,...
2026.05
94.8
0.268
SCOPE
n (sample size)=p, p (...
2026.05
90.3
0.4
FROSTY
n (sample size)=p, p (...
2026.05
62.4
1.207
FROSTY
n (sample size)=0.5p,...
2026.05
62.2
1.218
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