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Benchmarks
CPDAG Recovery on High-dimensional SEMs (Uniform Noise, d=5, p=10^4)
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64.2
F1 Score
SCOPE
-0.488
16.306
33.1
49.894
May 7, 2026
F1 Score
SHD
Updated 26d ago
Evaluation Results
Method
Method
Links
F1 Score
SHD
SCOPE
n=0.5p
2026.05
64.2
1.241
SCOPE
n=p
2026.05
49.7
1.835
FROSTY
n=0.5p
2026.05
2.2
85.75
FROSTY
n=p
2026.05
2
97.246
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