A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms25”

This page shows the benchmarks results for the dataset instance “worms25”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -47233.6.

Run time 1s

method value bound optimal accuracy
dd-ls0 62431.7 -153173 no 25.45%
dd-ls3 70659.1 -150228 no 19.16%
dd-ls4 71060.8 -150254 no 20.36%
fgmd inf -inf no –
fm-bca -47233 -47270.5 yes 87.72%
fm -47232.6 -55744.3 yes 87.13%
fw -44856.5 -inf no 76.95%
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 51659.5 -140368 no 21.56%
dd-ls3 45024 -135740 no 23.05%
dd-ls4 58230.2 -143808 no 20.06%
fgmd inf -inf no –
fm-bca -47233.4 -47245.4 yes 87.43%
fm -47232.6 -55744.3 yes 87.13%
fw -47109.9 -inf no 85.63%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -47214.3 -47255.2 yes 87.43%
mp-fw inf -48931.4 no 0.00%
mpm inf -inf no –
mp-mcf -46934.1 -47369.2 no 85.93%
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 5818.01 -54822.5 no 53.59%
dd-ls3 20875.7 -72555.8 no 40.12%
dd-ls4 34279.6 -107602 no 34.73%
fgmd inf -inf no –
fm-bca -47233.4 -47245.4 yes 87.43%
fm -47232.6 -55744.3 yes 87.13%
fw -47109.9 -inf no 85.63%
ga inf -inf no –
hbp inf -inf no –
ipfps -1062.83 -inf no 0.90%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -47214.3 -47251 yes 87.43%
mp-fw -47226.5 -47497.8 yes 86.83%
mpm inf -inf no –
mp-mcf -46966.5 -47335.9 no 85.93%
pm inf -inf no –
rrwm inf -inf no –
sm -6170.8 -inf no 5.09%
smac 35301.8 -inf no 9.58%

Run time 300s

method value bound optimal accuracy
dd-ls0 -40410.4 -47530.1 no 83.83%
dd-ls3 -37742.8 -47941.8 no 82.63%
dd-ls4 23573.3 -73037.8 no 40.12%
fgmd inf -inf no –
fm-bca -47233.4 -47245.4 yes 87.43%
fm -47232.6 -55744.3 yes 87.13%
fw -47109.9 -inf no 85.63%
ga inf -inf no –
hbp inf -inf no –
ipfps -1062.83 -inf no 0.90%
ipfpu 0 -inf no 0.00%
lsm 886676 -inf no 0.00%
mp -47214.3 -47246.2 yes 87.43%
mp-fw -47226.5 -47417.5 yes 86.83%
mpm inf -inf no –
mp-mcf -47002.9 -47334.5 no 86.23%
pm inf -inf no –
rrwm inf -inf no –
sm -6170.8 -inf no 5.09%
smac 35301.8 -inf no 9.58%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: