A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms16”

This page shows the benchmarks results for the dataset instance “worms16”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -48404.2.

Run time 1s

method value bound optimal accuracy
dd-ls0 56811.4 -163775 no 24.71%
dd-ls3 52361.2 -161351 no 24.71%
dd-ls4 50706.9 -161010 no 22.41%
fgmd inf -inf no –
fm-bca -48404.2 -48437.2 yes 89.08%
fm -48404.2 -55850.8 yes 89.08%
fw -47663.1 -inf no 85.34%
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 49595.6 -149822 no 24.71%
dd-ls3 44039.7 -145805 no 25.86%
dd-ls4 50706.9 -154731 no 22.41%
fgmd inf -inf no –
fm-bca -48404.2 -48428.9 yes 89.08%
fm -48404.2 -55850.8 yes 89.08%
fw -48103.5 -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 -48381.1 -48430.3 yes 88.79%
mp-fw inf -49700 no 0.00%
mpm inf -inf no –
mp-mcf -48215 -48480.8 no 88.22%
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 -1615.98 -62033.6 no 54.31%
dd-ls3 7703.31 -73262 no 43.39%
dd-ls4 27452.1 -111222 no 35.92%
fgmd inf -inf no –
fm-bca -48404.2 -48428.9 yes 89.08%
fm -48404.2 -55850.8 yes 89.08%
fw -48103.5 -inf no 85.63%
ga inf -inf no –
hbp inf -inf no –
ipfps -1362.98 -inf no 1.15%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -48381.1 -48430.1 yes 88.79%
mp-fw -48379.1 -48670.2 yes 88.51%
mpm inf -inf no –
mp-mcf -48268.2 -48464.9 no 88.22%
pm inf -inf no –
rrwm inf -inf no –
sm -5886.99 -inf no 4.89%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -45279.3 -48557.3 no 87.93%
dd-ls3 -40706 -48896.9 no 87.93%
dd-ls4 11604.7 -76005.7 no 48.28%
fgmd inf -inf no –
fm-bca -48404.2 -48428.9 yes 89.08%
fm -48404.2 -55850.8 yes 89.08%
fw -48103.5 -inf no 85.63%
ga inf -inf no –
hbp inf -inf no –
ipfps -1362.98 -inf no 1.15%
ipfpu 0 -inf no 0.00%
lsm 847494 -inf no 0.00%
mp -48381.1 -48430.1 yes 88.79%
mp-fw -48401.3 -48522.1 yes 88.79%
mpm inf -inf no –
mp-mcf -48268.2 -48461.1 no 88.22%
pm inf -inf no –
rrwm inf -inf no –
sm -5886.99 -inf no 4.89%
smac 85482.3 -inf no 9.48%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: