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: