A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms12”

This page shows the benchmarks results for the dataset instance “worms12”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -50403.6.

Run time 1s

method value bound optimal accuracy
dd-ls0 46947.3 -177468 no 24.08%
dd-ls3 56660.6 -174868 no 25.21%
dd-ls4 49932 -174301 no 27.20%
fgmd inf -inf no –
fm-bca -50403.4 -50427.3 yes 91.22%
fm -50395.3 -55825.6 yes 91.22%
fw -49550.6 -inf no 86.97%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu inf -inf no –
lsm inf -inf no –
mp inf -inf no –
mp-fw inf -inf no –
mpm inf -inf no –
mp-mcf inf -inf no –
pm inf -inf no –
rrwm inf -inf no –
sm inf -inf no –
smac inf -inf no –

Run time 10s

method value bound optimal accuracy
dd-ls0 46313.2 -162548 no 26.63%
dd-ls3 42561.9 -152606 no 25.21%
dd-ls4 48017.6 -166509 no 30.59%
fgmd inf -inf no –
fm-bca -50403.6 -50413.2 yes 91.22%
fm -50403.6 -55825.6 yes 91.22%
fw -50256.3 -inf no 88.67%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50390.6 -50413.6 yes 91.50%
mp-fw inf -51578.3 no 0.00%
mpm inf -inf no –
mp-mcf -50030.8 -50510.2 no 89.24%
pm inf -inf no –
rrwm inf -inf no –
sm inf -inf no –
smac inf -inf no –

Run time 100s

method value bound optimal accuracy
dd-ls0 -16063.9 -58665.6 no 65.72%
dd-ls3 8316.68 -80477.9 no 49.01%
dd-ls4 21773.3 -115314 no 39.66%
fgmd inf -inf no –
fm-bca -50403.6 -50412.5 yes 91.22%
fm -50403.6 -55825.6 yes 91.22%
fw -50262.9 -inf no 88.67%
ga inf -inf no –
hbp inf -inf no –
ipfps -1076.61 -inf no 1.98%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50392.6 -50411.7 yes 91.22%
mp-fw -50345.5 -50664.6 no 88.39%
mpm inf -inf no –
mp-mcf -50155.6 -50484.9 no 90.08%
pm inf -inf no –
rrwm inf -inf no –
sm -6999.52 -inf no 7.37%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -46749.9 -50595.8 no 89.80%
dd-ls3 -42851.5 -51119 no 85.27%
dd-ls4 2684.63 -74236.8 no 48.44%
fgmd inf -inf no –
fm-bca -50403.6 -50412.5 yes 91.22%
fm -50403.6 -55825.6 yes 91.22%
fw -50262.9 -inf no 88.67%
ga inf -inf no –
hbp inf -inf no –
ipfps -1076.61 -inf no 1.98%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50392.6 -50411.6 yes 91.22%
mp-fw -50372.1 -50540.9 yes 89.24%
mpm inf -inf no –
mp-mcf -50155.6 -50481 no 90.08%
pm inf -inf no –
rrwm inf -inf no –
sm -6999.52 -inf no 7.37%
smac inf -inf no –

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: