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Benchmarks
Spiked Covariance Estimation on Non-elliptical signed log-normal (Scenario 2, ε=0.1 Huber)
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0.331
Cov Error (Op Norm)
Ours-MinUpper
-0.40376
4.55587
9.5155
14.47513
Feb 15, 2026
Cov Error (Op Norm)
Subspace Error
Eig Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Cov Error (Op Norm)
Subspace Error
Eig Error
Ours-MinUpper
CPU Time (s)=0.372 (0....
2026.02
0.331
0.231
0.099
OGK
CPU Time (s)=18.9 (2.16)
2026.02
0.372
0.255
0.113
MinCovDet
CPU Time (s)=19.3 (0.489)
2026.02
0.384
0.244
0.124
tfHuber (M-Est)
CPU Time (s)=733.0 (2.39)
2026.02
14.4
0.61
10.7
SCM
CPU Time (s)=0.048 (0....
2026.02
18.7
0.604
14
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