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Benchmarks
Parameter Estimation on Synthetic p=q=200, M=20, Low noise
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0.01
MSE (W)
SLM-Manifold
0.0012
0.0606
0.12
0.1794
May 12, 2026
MSE (W)
MSE (C)
MSE (B)
MSE (Sigma_t)
MSE (sigma^2_h)
Updated 21d ago
Evaluation Results
Method
Method
Links
MSE (W)
MSE (C)
MSE (B)
MSE (Sigma_t)
MSE (sigma^2_h)
SLM-Manifold
Dimension p=200, Dimen...
2026.05
0.01
0.02
0.04
0.06
0
BCD-SLM
Dimension p=200, Dimen...
2026.05
0.01
0.02
0.04
0.06
0
SLM-Oracle
Dimension p=200, Dimen...
2026.05
0.01
0.02
0.04
0.06
0
EM
Dimension p=200, Dimen...
2026.05
0.02
0.03
0.06
0.06
0.01
ECM
Dimension p=200, Dimen...
2026.05
0.02
0.03
0.05
0.07
0.01
SLM-Interior
Dimension p=200, Dimen...
2026.05
0.23
0.22
2.52
1.72
0.43
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