A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs5”

This page shows the benchmarks results for the dataset instance “pairs5”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -56682.8 -75527.2 unknown 37.71%
dd-ls3 -56873.2 -74285.5 unknown 41.34%
dd-ls4 -56943.6 -74665.2 unknown 40.50%
fgmd inf -inf unknown
fm-bca inf -inf unknown
fm -58978.1 -76384.8 unknown 41.06%
fw -60866.5 -inf unknown 44.41%
ga inf -inf unknown
hbp inf -inf unknown
ipfps inf -inf unknown
ipfpu inf -inf unknown
lsm inf -inf unknown
mp inf -inf unknown
mp-fw inf -inf unknown
mpm inf -inf unknown
mp-mcf inf -inf unknown
pm inf -inf unknown
rrwm inf -inf unknown
sm inf -inf unknown
smac inf -inf unknown

Run time 10s

method value bound optimal accuracy
dd-ls0 -56682.8 -72540.1 unknown 37.71%
dd-ls3 -56873.2 -72319.3 unknown 41.34%
dd-ls4 -56943.6 -72859.9 unknown 40.50%
fgmd inf -inf unknown
fm-bca -60161.9 -68107.7 unknown 45.53%
fm -60872.6 -76384.8 unknown 47.21%
fw -60901.5 -inf unknown 44.41%
ga inf -inf unknown
hbp inf -inf unknown
ipfps inf -inf unknown
ipfpu -34480.7 -inf unknown 8.94%
lsm inf -inf unknown
mp -59116.1 -63821.8 unknown 50.56%
mp-fw inf -68198.2 unknown 0.00%
mpm inf -inf unknown
mp-mcf -58312.9 -63899.2 unknown 49.44%
pm inf -inf unknown
rrwm inf -inf unknown
sm inf -inf unknown
smac -79.1886 -inf unknown 0.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -57547.2 -62566.5 unknown 50.56%
dd-ls3 -56873.2 -63248.7 unknown 41.34%
dd-ls4 -56943.6 -66906.3 unknown 40.50%
fgmd inf -inf unknown
fm-bca -61153.7 -65751.6 unknown 50.56%
fm -61037.8 -76384.8 unknown 47.21%
fw -60901.5 -inf unknown 44.41%
ga inf -inf unknown
hbp inf -inf unknown
ipfps -33231.7 -inf unknown 9.50%
ipfpu -34480.7 -inf unknown 8.94%
lsm inf -inf unknown
mp -59186.8 -63673.4 unknown 49.16%
mp-fw inf -68198.2 unknown 0.00%
mpm inf -inf unknown
mp-mcf -58692.7 -63552.3 unknown 50.56%
pm inf -inf unknown
rrwm inf -inf unknown
sm -470.194 -inf unknown 0.00%
smac -79.1886 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -58435.6 -62237.4 unknown 51.12%
dd-ls3 -59150.3 -61854.3 unknown 50.28%
dd-ls4 -56943.6 -63263 unknown 40.50%
fgmd inf -inf unknown
fm-bca -61156.5 -65538.8 unknown 50.84%
fm -61048.3 -76384.8 unknown 46.37%
fw -60901.5 -inf unknown 44.41%
ga inf -inf unknown
hbp inf -inf unknown
ipfps -33231.7 -inf unknown 9.50%
ipfpu -34480.7 -inf unknown 8.94%
lsm inf -inf unknown
mp -59186.8 -63663.1 unknown 49.16%
mp-fw -61001.2 -65616.3 unknown 50.00%
mpm inf -inf unknown
mp-mcf -58692.7 -63322.1 unknown 50.56%
pm inf -inf unknown
rrwm inf -inf unknown
sm -470.194 -inf unknown 0.00%
smac -79.1886 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: