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Benchmarks
Principal Component Analysis on Synthetic Gaussian data d=900, n=1000 (test)
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14.2
Runtime (ms)
MS-PCA
-314.432
1,903.834
4,122.1
6,340.366
May 25, 2026
Runtime (ms)
Updated 8d ago
Evaluation Results
Method
Method
Links
Runtime (ms)
MS-PCA
Number of Leading Prin...
2026.05
14.2
MS-PCA
Number of Leading Prin...
2026.05
19.2
RPCA-AAP
Number of Leading Prin...
2026.05
79
RPCA-AAP
Number of Leading Prin...
2026.05
99.6
Tyler
Number of Leading Prin...
2026.05
172
Tyler
Number of Leading Prin...
2026.05
174
Huber
Number of Leading Prin...
2026.05
3,860
Huber
Number of Leading Prin...
2026.05
3,860
ℓ1-PCA
Number of Leading Prin...
2026.05
8,230
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