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: