A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms29”

This page shows the benchmarks results for the dataset instance “worms29”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -50069.2.

Run time 1s

method value bound optimal accuracy
dd-ls0 63412 -162238 no 29.51%
dd-ls3 65508.2 -159368 no 25.79%
dd-ls4 62772 -159080 no 26.07%
fgmd inf -inf no –
fm-bca -50069.2 -50074.8 yes 92.84%
fm -50069.2 -55685.9 yes 92.84%
fw -48919.9 -inf no 86.53%
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 49208.8 -146353 no 28.37%
dd-ls3 42407.2 -145115 no 26.65%
dd-ls4 58187.7 -152509 no 28.65%
fgmd inf -inf no –
fm-bca -50069.2 -50070.3 yes 92.84%
fm -50069.2 -55685.9 yes 92.84%
fw -50006.3 -inf no 90.54%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50062.8 -50070.7 yes 92.84%
mp-fw -50059 -50161.5 yes 91.69%
mpm inf -inf no –
mp-mcf -49732.3 -50125.4 no 90.83%
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 -19538.3 -56457.3 no 71.92%
dd-ls3 7324.56 -72680.5 no 47.28%
dd-ls4 25686 -112960 no 34.10%
fgmd inf -inf no –
fm-bca -50069.2 -50070.3 yes 92.84%
fm -50069.2 -55685.9 yes 92.84%
fw -50006.3 -inf no 90.54%
ga inf -inf no –
hbp inf -inf no –
ipfps -1731.33 -inf no 2.01%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50062.8 -50070.2 yes 92.84%
mp-fw -50065.3 -50125.6 yes 92.55%
mpm inf -inf no –
mp-mcf -49749.1 -50117.7 no 91.12%
pm inf -inf no –
rrwm inf -inf no –
sm -6446.68 -inf no 8.60%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -48795.4 -50143.2 no 91.40%
dd-ls3 -47007.6 -50295.6 no 90.26%
dd-ls4 8812.45 -76066.8 no 45.56%
fgmd inf -inf no –
fm-bca -50069.2 -50070.3 yes 92.84%
fm -50069.2 -55685.9 yes 92.84%
fw -50006.3 -inf no 90.54%
ga inf -inf no –
hbp inf -inf no –
ipfps -1731.33 -inf no 2.01%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50062.8 -50070.2 yes 92.84%
mp-fw -50065.3 -50118.7 yes 92.55%
mpm inf -inf no –
mp-mcf -49749.1 -50115.6 no 91.12%
pm inf -inf no –
rrwm inf -inf no –
sm -6446.68 -inf no 8.60%
smac 71421.5 -inf no 8.31%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: