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Benchmarks
CPDAG Recovery on High-dimensional Synthetic SEMs (Normal Noise, d=1)
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96.5
F1 Score
SCOPE
61.244
70.397
79.55
88.703
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 (sample size)=0.5p
2026.05
96.5
0.163
SCOPE
n (sample size)=p
2026.05
91.1
0.345
FROSTY
n (sample size)=0.5p
2026.05
62.7
1.193
FROSTY
n (sample size)=p
2026.05
62.6
1.196
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