A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms9”

This page shows the benchmarks results for the dataset instance “worms9”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -45149.4.

Run time 1s

method value bound optimal accuracy
dd-ls0 59438.6 -136019 no 25.73%
dd-ls3 63838.1 -134049 no 21.82%
dd-ls4 62999.3 -133645 no 18.89%
fgmd inf -inf no –
fm-bca -45146.6 -45216.4 yes 84.36%
fm -45149.4 -55416.1 yes 84.36%
fw -42695.8 -inf no 70.68%
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 48897.3 -125379 no 19.54%
dd-ls3 61696.3 -124521 no 16.61%
dd-ls4 62999.3 -128170 no 18.89%
fgmd inf -inf no –
fm-bca -45149.4 -45169.9 yes 84.36%
fm -45149.4 -55416.1 yes 84.36%
fw -44440.4 -inf no 77.85%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -45125.3 -45169.7 yes 84.69%
mp-fw inf -47135.1 no 0.00%
mpm inf -inf no –
mp-mcf -44829.4 -45277.8 no 83.06%
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 21575.8 -56854.8 no 39.09%
dd-ls3 27790.3 -63390.8 no 41.37%
dd-ls4 42260.7 -93730.2 no 24.76%
fgmd inf -inf no –
fm-bca -45149.4 -45168.9 yes 84.36%
fm -45149.4 -55416.1 yes 84.36%
fw -44440.4 -inf no 77.85%
ga inf -inf no –
hbp inf -inf no –
ipfps -660.288 -inf no 0.65%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -45125.3 -45167 yes 84.69%
mp-fw -45021.4 -45742.1 no 83.39%
mpm inf -inf no –
mp-mcf -44834.1 -45249.5 no 84.69%
pm inf -inf no –
rrwm inf -inf no –
sm -3650.29 -inf no 2.28%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -34536.2 -45713.1 no 82.74%
dd-ls3 -32428.2 -45833.8 no 83.06%
dd-ls4 28826.1 -66372.1 no 33.88%
fgmd inf -inf no –
fm-bca -45149.4 -45168.9 yes 84.36%
fm -45149.4 -55416.1 yes 84.36%
fw -44440.4 -inf no 77.85%
ga inf -inf no –
hbp inf -inf no –
ipfps -660.288 -inf no 0.65%
ipfpu 0 -inf no 0.00%
lsm 933766 -inf no 0.00%
mp -45125.3 -45166.9 yes 84.69%
mp-fw -45114.2 -45407.1 yes 83.06%
mpm inf -inf no –
mp-mcf -44839.7 -45246.4 no 84.69%
pm inf -inf no –
rrwm inf -inf no –
sm -3650.29 -inf no 2.28%
smac inf -inf no –

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: