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Benchmarks
Principal Component Analysis on Synthetic Gaussian Data
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15.9
Runtime (ms)
MS-PCA
-403.464
2,427.243
5,257.95
8,088.657
May 25, 2026
Runtime (ms)
Updated 8d ago
Evaluation Results
Method
Method
Links
Runtime (ms)
MS-PCA
Dimension (d)=1000, As...
2026.05
15.9
MS-PCA
Dimension (d)=2000, As...
2026.05
49.2
RPCA-AAP
Dimension (d)=1000, As...
2026.05
86
MS-PCA
Dimension (d)=3000, As...
2026.05
102
MS-PCA
Dimension (d)=4000, As...
2026.05
216
MS-PCA
Dimension (d)=5000, As...
2026.05
237
RPCA-AAP
Dimension (d)=2000, As...
2026.05
369
MS-PCA
Dimension (d)=10000, A...
2026.05
832
RPCA-AAP
Dimension (d)=3000, As...
2026.05
1,050
RPCA-AAP
Dimension (d)=4000, As...
2026.05
2,490
RPCA-AAP
Dimension (d)=5000, As...
2026.05
2,750
RPCA-AAP
Dimension (d)=10000, A...
2026.05
10,500
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