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Benchmarks
Parameter Estimation on Synthetic p=q=200, M=20, High noise
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0.08
MSE_W
SLM-Manifold
0.0744
0.1122
0.15
0.1878
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
0.08
0.06
0.37
0.84
0.26
BCD-SLM
Dimension p=200, Dimen...
2026.05
0.08
0.06
0.37
0.84
0.26
SLM-Oracle
Dimension p=200, Dimen...
2026.05
0.08
0.06
0.36
0.81
0.22
EM
Dimension p=200, Dimen...
2026.05
0.09
0.06
9.89
5.47
5
ECM
Dimension p=200, Dimen...
2026.05
0.09
0.06
6.19
2.6
3.52
SLM-Interior
Dimension p=200, Dimen...
2026.05
0.22
0.17
1.64
1.17
0.45
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