A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms15”

This page shows the benchmarks results for the dataset instance “worms15”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49550.1.

Run time 1s

method value bound optimal accuracy
dd-ls0 54848.7 -170831 no 26.22%
dd-ls3 58629.1 -167554 no 27.95%
dd-ls4 55638.6 -167061 no 24.78%
fgmd inf -inf no
fm-bca -49549.1 -49553.8 yes 95.39%
fm -49550.1 -55906.5 yes 95.39%
fw -49260.5 -inf no 93.08%
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 38504.6 -157236 no 23.92%
dd-ls3 50156.6 -152825 no 22.77%
dd-ls4 50587.6 -160647 no 25.65%
fgmd inf -inf no
fm-bca -49550.1 -49551.1 yes 95.39%
fm -49550.1 -55906.5 yes 95.39%
fw -49466.5 -inf no 93.95%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49547.2 -49550.6 yes 95.39%
mp-fw inf -50612.2 no 0.00%
mpm inf -inf no
mp-mcf -49426.6 -49629.4 no 95.10%
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 -9873.59 -60645.6 no 58.79%
dd-ls3 13189.5 -74663.1 no 42.07%
dd-ls4 28276.9 -113713 no 33.14%
fgmd inf -inf no
fm-bca -49550.1 -49551.1 yes 95.39%
fm -49550.1 -55906.5 yes 95.39%
fw -49466.5 -inf no 93.95%
ga inf -inf no
hbp inf -inf no
ipfps -952.595 -inf no 1.15%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49547.2 -49550.6 yes 95.39%
mp-fw -49489.3 -49795.9 no 94.52%
mpm inf -inf no
mp-mcf -49426.6 -49623.1 no 95.10%
pm inf -inf no
rrwm inf -inf no
sm -5497.36 -inf no 3.17%
smac inf -inf no

Run time 300s

method value bound optimal accuracy
dd-ls0 -48073 -49665 no 94.24%
dd-ls3 -45168.1 -49871.3 no 89.63%
dd-ls4 10452.6 -76121.9 no 45.53%
fgmd inf -inf no
fm-bca -49550.1 -49551.1 yes 95.39%
fm -49550.1 -55906.5 yes 95.39%
fw -49466.5 -inf no 93.95%
ga inf -inf no
hbp inf -inf no
ipfps -952.595 -inf no 1.15%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49547.2 -49550.6 yes 95.39%
mp-fw -49548.4 -49650.6 yes 95.39%
mpm inf -inf no
mp-mcf -49464 -49616.2 no 95.10%
pm inf -inf no
rrwm inf -inf no
sm -5497.36 -inf no 3.17%
smac inf -inf no

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: