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Benchmarks
Matrix Recovery on Synthetic Matrices m=n=1000
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0
L Error
eALM
-0.000005
0.000028
0.00006
0.000092
Mar 10, 2015
L Error
S Error
Iterations
Runtime (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
L Error
S Error
Iterations
Runtime (s)
eALM
Method Category=S-LR
2015.03
0
0
10
11.04
FR-ADM
Method Category=S-FR N...
2015.03
0
0
28
0.46
FR-Nys
Method Category=S-FR A...
2015.03
0
0
65
0.22
iALM
Method Category=S-LR
2015.03
0
0
34
5.87
ROSL
Method Category=S-FR N...
2015.03
0
0
98
4.27
AS
Method Category=S-FR N...
2015.03
0
0
133
2.39
R-TSVD
Method Category=S-LR
2015.03
0
0
95
1.57
LMAFIT
Method Category=S-FR N...
2015.03
0
0
65
0.75
APG
Method Category=S-LR
2015.03
0
0.0001
142
61.75
ROSL+
Method Category=S-FR A...
2015.03
0.0001
0.0084
200
1.29
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