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Benchmarks
Robust Covariance Estimation on Elliptical Student-t df=8 (ε=0.0)
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0.379
CovErr
KendallTau
0.37424
0.40637
0.4385
0.47063
Feb 15, 2026
CovErr
Subspace Error
EigErr
Updated 5d ago
Evaluation Results
Method
Method
Links
CovErr
Subspace Error
EigErr
KendallTau
Time(s)=35.4
2026.02
0.379
0.251
0.123
Ours-MinUpper
Time(s)=0.196
2026.02
0.393
0.244
0.137
Tyler
Time(s)=1.54
2026.02
0.405
0.233
0.142
MoM-Entry
Time(s)=0.0485
2026.02
0.419
0.276
0.126
LedoitWolf
Time(s)=0.133
2026.02
0.445
0.282
0.204
Ours-Lepski
Time(s)=0.281
2026.02
0.476
0.238
0.279
SCM
Time(s)=0.026
2026.02
0.498
0.282
0.152
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