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Benchmarks
Point Estimation on Simulated Data (p=50) (test)
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0.167
MSE
BGM
0.14964
0.26682
0.384
0.50118
Jan 8, 2026
MSE
PCC
SCC
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
PCC
SCC
BGM
Dimension=50
2026.01
0.167
0.864
0.863
LCP*
Dimension=50
2026.01
0.183
0.848
0.848
Random Forest
Dimension=50
2026.01
0.186
0.847
0.846
XGBoost
Dimension=50
2026.01
0.192
0.841
0.841
Linear Regression
Dimension=50
2026.01
0.601
0.281
0.414
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