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Benchmarks
Point Estimation on Simulated Data p=300 (test)
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0.181
MSE
BGM
0.163
0.2845
0.406
0.5275
Jan 8, 2026
MSE
PCC
SCC
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
PCC
SCC
BGM
Dimension=300
2026.01
0.181
0.846
0.851
LCP*
Dimension=300
2026.01
0.212
0.817
0.824
Random Forest
Dimension=300
2026.01
0.26
0.79
0.794
XGBoost
Dimension=300
2026.01
0.352
0.68
0.701
Linear Regression
Dimension=300
2026.01
0.631
0.059
0.063
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