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Benchmarks
Subspace Recovery on Extended Yale Facebase with Caltech101 outliers (Individual Face Groups 1-10)
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0.2223
Performance Face Group 1
PCA
0.142532
0.163241
0.18395
0.204659
Dec 12, 2014
Performance Face Group 1
Performance Face Group 2
Performance Face Group 3
Performance Face Group 4
Performance Face Group 5
Performance Face Group 6
Performance Face Group 7
Performance Face Group 8
Performance Face Group 9
Performance Face Group 10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Performance Face Group 1
Performance Face Group 2
Performance Face Group 3
Performance Face Group 4
Performance Face Group 5
Performance Face Group 6
Performance Face Group 7
Performance Face Group 8
Performance Face Group 9
Performance Face Group 10
PCA
subspace dimension (d)=9
2014.12
0.2223
0.2236
0.2134
0.2354
0.2116
0.2229
0.2401
0.2648
0.2406
0.1963
OP
maximum iteration=50,...
2014.12
0.1878
0.1864
0.1824
0.2063
0.1745
0.1875
0.2099
0.2311
0.209
0.1723
GASG21
max iteration=5000, su...
2014.12
0.149
0.1671
0.1564
0.1663
0.1511
0.1676
0.1615
0.1745
0.1799
0.1674
REAPER
maximum iteration=50,...
2014.12
0.1456
0.1429
0.1531
0.1477
0.1407
0.1616
0.1464
0.1755
0.1664
0.1567
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