A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “opengm3”

This page shows the benchmarks results for the dataset instance “opengm3”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -173.92.

Run time 1s

method value bound optimal accuracy
dd-ls0 -173.919 -174.373 yes –
dd-ls3 -116.288 -190.836 no –
dd-ls4 -99.6038 -220.413 no –
fgmd inf -inf no –
fm-bca -173.919 -178.823 yes –
fm -173.919 -200 yes –
fw -154.22 -inf no –
ga -162.947 -inf no –
hbp inf -inf no –
ipfps -117.94 -inf no –
ipfpu -73.8843 -inf no –
lsm -42.8021 -inf no –
mp -18.3735 -200 no –
mp-fw -167.78 -200 no –
mpm -131.83 -inf no –
mp-mcf -18.3735 -200 no –
pm -89.15 -inf no –
rrwm -167.287 -inf no –
sm -106.958 -inf no –
smac -65.8771 -inf no –

Run time 10s

method value bound optimal accuracy
dd-ls0 -173.919 -173.925 yes –
dd-ls3 -173.919 -173.92 yes –
dd-ls4 -165.93 -180.012 no –
fgmd inf -inf no –
fm-bca -173.919 -178.822 yes –
fm -173.919 -200 yes –
fw -154.22 -inf no –
ga -162.947 -inf no –
hbp -173.919 -182.751 yes –
ipfps -117.94 -inf no –
ipfpu -73.8843 -inf no –
lsm -42.8021 -inf no –
mp -18.3735 -200 no –
mp-fw -167.78 -200 no –
mpm -131.83 -inf no –
mp-mcf -18.3735 -200 no –
pm -89.15 -inf no –
rrwm -167.287 -inf no –
sm -106.958 -inf no –
smac -65.8771 -inf no –

Run time 100s

method value bound optimal accuracy
dd-ls0 -173.919 -173.925 yes –
dd-ls3 -173.919 -173.92 yes –
dd-ls4 -173.919 -173.919 yes –
fgmd -173.919 -inf yes –
fm-bca -173.919 -178.822 yes –
fm -173.919 -200 yes –
fw -154.22 -inf no –
ga -162.947 -inf no –
hbp -173.919 -182.751 yes –
ipfps -117.94 -inf no –
ipfpu -73.8843 -inf no –
lsm -42.8021 -inf no –
mp -18.3735 -200 no –
mp-fw -167.78 -200 no –
mpm -131.83 -inf no –
mp-mcf -18.3735 -200 no –
pm -89.15 -inf no –
rrwm -167.287 -inf no –
sm -106.958 -inf no –
smac -65.8771 -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -173.919 -173.925 yes –
dd-ls3 -173.919 -173.92 yes –
dd-ls4 -173.919 -173.919 yes –
fgmd -173.919 -inf yes –
fm-bca -173.919 -178.822 yes –
fm -173.919 -200 yes –
fw -154.22 -inf no –
ga -162.947 -inf no –
hbp -173.919 -182.751 yes –
ipfps -117.94 -inf no –
ipfpu -73.8843 -inf no –
lsm -42.8021 -inf no –
mp -18.3735 -200 no –
mp-fw -167.78 -200 no –
mpm -131.83 -inf no –
mp-mcf -18.3735 -200 no –
pm -89.15 -inf no –
rrwm -167.287 -inf no –
sm -106.958 -inf no –
smac -65.8771 -inf no –

Other Results for this Dataset

Accumulated results for whole dataset: opengm

Results for individual instances of the dataset: