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Benchmarks
Point Estimation on Simulated Data p=100 (test)
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0.193
MSE
BGM
0.17592
0.29121
0.4065
0.52179
Jan 8, 2026
MSE
PCC
SCC
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
PCC
SCC
BGM
Dimension=100
2026.01
0.193
0.832
0.847
LCP*
Dimension=100
2026.01
0.217
0.814
0.825
Random Forest
Dimension=100
2026.01
0.405
0.656
0.668
XGBoost
Dimension=100
2026.01
0.565
0.304
0.346
Linear Regression
Dimension=100
2026.01
0.62
0.04
0.038
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